{"meta":{"query_hash":"78b1c1d4fac9","filters":{"venue":"Expert Opinion on Drug Discovery"},"cohort_total":74,"direct_labels_cover":0,"predictions_cover":74,"exported":74,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/78b1c1d4fac9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Expert+Opinion+on+Drug+Discovery"},"results":[{"id":"W1964276428","doi":"10.1517/17460441.2011.555394","title":"Small interfering ribonucleic acid design strategies for effective targeting and gene silencing","year":2011,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McGill University","funders":"","keywords":"Small interfering RNA; Gene silencing; RNA interference; Computational biology; Computer science; Biology; Gene; RNA; Genetics","score_opus":0.039553784615152625,"score_gpt":0.26660566670788466,"score_spread":0.22705188209273203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964276428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9093746,0.0041883914,0.084961504,0.000029012439,0.0006585249,0.0004216319,0.000015358075,0.000023010241,0.00032797692],"genre_scores_gemma":[0.99515843,0.001102381,0.0027478547,0.00026990537,0.00038380505,0.00016293123,0.00005485038,0.000032968263,0.00008686652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895746,0.00007069178,0.00019263329,0.00045309903,0.000064249165,0.00026187685],"domain_scores_gemma":[0.9995717,0.000036847265,0.00007767677,0.0002060493,0.00004849645,0.000059224923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018374204,0.00021895472,0.00016648979,0.000052787713,0.00011533942,0.000087626235,0.0001617477,0.00009407284,0.00000810853],"category_scores_gemma":[0.000047967664,0.00019635093,0.00009476425,0.000032688073,0.000058389982,0.000035318713,0.00011492897,0.000075637196,0.0000041019066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006003878,0.00005906849,0.00008227753,0.000020935078,0.000065778106,0.0000016045545,0.0018571914,0.000103549675,0.9903729,0.00012947674,0.0018071074,0.0048997314],"study_design_scores_gemma":[0.00037898985,0.0008668731,0.00021753885,0.00009013899,0.0000032083265,0.0000049937057,0.0023769324,0.00030680528,0.9944115,0.0002093081,0.0008557254,0.0002779471],"about_ca_topic_score_codex":0.000056081317,"about_ca_topic_score_gemma":0.000007417889,"teacher_disagreement_score":0.08578385,"about_ca_system_score_codex":0.000018652372,"about_ca_system_score_gemma":0.000047126403,"threshold_uncertainty_score":0.80069584},"labels":[],"label_agreement":null},{"id":"W1964623671","doi":"10.1517/17460441.2015.981254","title":"MicroRNA in neurodegenerative drug discovery: the way forward?","year":2014,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Neurodegeneration; microRNA; Neuroprotection; Neuroscience; Biology; Disease; Bioinformatics; Medicine; Gene; Pathology; Genetics","score_opus":0.007008462281917437,"score_gpt":0.26525301497782205,"score_spread":0.25824455269590463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964623671","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038452882,0.015616411,0.00065244985,0.0022441682,0.9390678,0.0015471504,0.0012249755,0.00005356221,0.0011405931],"genre_scores_gemma":[0.08778277,0.008698487,0.000057751124,0.0011901562,0.876768,0.00048010747,0.012209769,0.00031480563,0.012498171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590814,0.0006278156,0.0006743898,0.00140837,0.0007849516,0.0005963126],"domain_scores_gemma":[0.99751765,0.00027598618,0.0004519536,0.0015022265,0.00012912783,0.00012307944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050611875,0.00079125667,0.00058543024,0.00015720502,0.00021243644,0.00040927724,0.0009919694,0.0006431464,0.00002002056],"category_scores_gemma":[0.0005323276,0.00059779553,0.00046298598,0.00017834497,0.00022918661,0.000053655178,0.00046840217,0.0007060825,0.00005064295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038981708,0.00016580918,0.000018922039,0.000039832306,0.0000823064,0.0000031792533,0.00022350858,0.0004393925,0.028699115,0.00013694326,0.96942174,0.0003794528],"study_design_scores_gemma":[0.0009930303,0.00010815926,0.00011115676,0.00024349394,0.000009423544,0.0000015322597,0.000104357336,0.00005623163,0.054716446,0.00006407143,0.9428908,0.00070126774],"about_ca_topic_score_codex":0.00017580367,"about_ca_topic_score_gemma":0.0002042088,"teacher_disagreement_score":0.06229983,"about_ca_system_score_codex":0.00018936244,"about_ca_system_score_gemma":0.00045625845,"threshold_uncertainty_score":0.9996473},"labels":[],"label_agreement":null},{"id":"W1966623772","doi":"10.1517/17460441.3.6.623","title":"Functional screening of α7 nicotinic receptor ligands","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Nicotinic Acetylcholine Receptors Study","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Nicotinic agonist; Drug discovery; Nicotinic acetylcholine receptor; Ion channel; Neuroscience; Acetylcholine receptor; Receptor; Pharmacology; Drug target; Alpha-4 beta-2 nicotinic receptor; Computational biology; Biology; Chemistry; Bioinformatics; Biochemistry","score_opus":0.025559203166968764,"score_gpt":0.2767121456647043,"score_spread":0.25115294249773557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966623772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891206,0.003916946,0.0019222746,0.0005930021,0.0021030696,0.0002631496,0.000049139904,0.000037044996,0.0019947458],"genre_scores_gemma":[0.98741215,0.0043915953,0.0005651154,0.00051003095,0.0015981444,0.00003763421,0.00043379609,0.000049691833,0.005001833],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99840426,0.0000632484,0.0003995581,0.0005021058,0.00035186837,0.000278941],"domain_scores_gemma":[0.9991104,0.00004667117,0.00018377847,0.00048720316,0.00007978063,0.00009218751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017293711,0.0002435992,0.00026283905,0.000071594804,0.00014513503,0.000013756879,0.00024219167,0.00013457022,0.00017016967],"category_scores_gemma":[0.00013629902,0.00022358162,0.00024106771,0.00013694212,0.00014836392,0.000019171111,0.00018528446,0.0001545774,0.00005584275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000869339,0.0008518442,0.011286826,0.00001529222,0.00021134912,4.5000024e-7,0.00043469222,0.00037845434,0.43873373,0.00027410017,0.54376984,0.0031740791],"study_design_scores_gemma":[0.0014711996,0.00040556968,0.0022928407,0.00006606474,0.000002297509,0.000016737027,0.00030398415,0.000024725285,0.7887102,0.0000045470297,0.20635882,0.0003430294],"about_ca_topic_score_codex":0.000025983445,"about_ca_topic_score_gemma":0.0000024581077,"teacher_disagreement_score":0.34997645,"about_ca_system_score_codex":0.000020888518,"about_ca_system_score_gemma":0.00013654125,"threshold_uncertainty_score":0.91173935},"labels":[],"label_agreement":null},{"id":"W1968655523","doi":"10.1517/17460441.2014.905539","title":"The successes and challenges of open-source biopharmaceutical innovation","year":2014,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biopharmaceutical; Open innovation; Crowdsourcing; Big data; Standardization; Open data; Transparency (behavior); Knowledge management; Open source; Value (mathematics); Data science; Downstream (manufacturing); Intellectual property; Identification (biology); Business; Computer science; World Wide Web; Marketing","score_opus":0.04072691521317866,"score_gpt":0.35106296620414534,"score_spread":0.31033605099096667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968655523","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012632205,0.015663149,0.021653181,0.027684657,0.9317727,0.000869965,0.00006197493,0.00020497215,0.0019630473],"genre_scores_gemma":[0.01819143,0.08565057,0.003466598,0.0015712234,0.88616186,0.0005870634,0.00046084388,0.00025249404,0.0036579184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966533,0.00029306012,0.00078202167,0.0008488199,0.001073033,0.00034976818],"domain_scores_gemma":[0.9937586,0.0036501116,0.0006499419,0.0013235698,0.0005562826,0.00006145304],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014324704,0.00039798184,0.00049051543,0.0003110306,0.00043039164,0.0017191968,0.0035132375,0.00033528,0.000004710548],"category_scores_gemma":[0.0016668722,0.00029148848,0.000064793305,0.00092041335,0.0003109506,0.0014942024,0.002144522,0.00065384276,0.000017153432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003706173,0.00009170048,0.0000047825315,0.00006306133,0.000034890847,5.369069e-7,0.00045894462,0.000008167346,0.00001799625,0.18535808,0.7720843,0.041840505],"study_design_scores_gemma":[0.00047861587,0.00008533499,0.000026626743,0.00028141824,0.0000019789627,0.0000012787754,0.00012501312,0.00021217749,0.00048388733,0.0012740332,0.9966847,0.00034494977],"about_ca_topic_score_codex":0.00011620197,"about_ca_topic_score_gemma":0.000011572563,"teacher_disagreement_score":0.2246004,"about_ca_system_score_codex":0.000078011566,"about_ca_system_score_gemma":0.00039359924,"threshold_uncertainty_score":0.99995375},"labels":[],"label_agreement":null},{"id":"W1971718595","doi":"10.1517/17460441.2014.885014","title":"Methods for the discovery of new anti-aging products – targeted approaches","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Biology","score_opus":0.1467305975387731,"score_gpt":0.4186036703071136,"score_spread":0.2718730727683405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971718595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000089198575,0.97623354,0.015092602,0.0016004445,0.0035157888,0.0031978388,0.000082783496,0.000088714354,0.0001793802],"genre_scores_gemma":[0.00008729629,0.9814349,0.007452742,0.00038517668,0.0036353783,0.0003578683,0.0007086806,0.00019594544,0.00574201],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958041,0.00052463776,0.001266141,0.0012150531,0.00055546185,0.0006346361],"domain_scores_gemma":[0.9951705,0.0018779554,0.00088482123,0.0017937453,0.0000957037,0.00017730703],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012550188,0.0009104672,0.0032598765,0.0003638326,0.00020139372,0.00016160702,0.0007147544,0.0003067495,0.00001708336],"category_scores_gemma":[0.0010918548,0.0005296467,0.0012503867,0.0006512608,0.00025719174,0.00045516598,0.0001881685,0.0005958692,0.0000150384485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100641504,0.00026529978,0.000007543281,0.013207664,0.00048322347,0.0000016885293,0.0006467352,0.0000062809377,0.000054981236,0.0011511194,0.032801036,0.9512738],"study_design_scores_gemma":[0.0006876127,0.00014647064,0.000024745797,0.014208493,0.00023560277,0.000030503039,0.0002882939,0.00006226612,0.0014287872,0.000036346293,0.9822619,0.00058895245],"about_ca_topic_score_codex":0.00011790195,"about_ca_topic_score_gemma":0.0000015457985,"teacher_disagreement_score":0.95068485,"about_ca_system_score_codex":0.00014246225,"about_ca_system_score_gemma":0.0012001718,"threshold_uncertainty_score":0.9997155},"labels":[],"label_agreement":null},{"id":"W1972132259","doi":"10.1517/17460441.2013.798296","title":"Advances in the development of hybrid anticancer drugs","year":2013,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Histone Deacetylase Inhibitors Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Anticancer drug; Drug discovery; Histone deacetylase; Computational biology; Pharmacology; Medicine; Drug; Bioinformatics; Biology; Histone; DNA","score_opus":0.032139987382060725,"score_gpt":0.3785754578168257,"score_spread":0.34643547043476497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972132259","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005517031,0.9958354,0.00004034103,0.00004574229,0.00050991087,0.0007605383,0.000035232173,0.000004712396,0.0022164127],"genre_scores_gemma":[0.0005620038,0.99710774,0.00013111567,0.000072329516,0.00043389466,0.000567749,0.00049502373,0.000047870504,0.0005822859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762046,0.00031660017,0.00066717056,0.0005446566,0.0005218876,0.0003292289],"domain_scores_gemma":[0.9988876,0.000099822464,0.00024374109,0.00067486,0.000043910342,0.00005006471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042515196,0.00036299936,0.00068409555,0.00014967761,0.000071635826,0.00004348906,0.0006754408,0.00011430292,0.000029863215],"category_scores_gemma":[0.00007872016,0.00023255571,0.00028237398,0.00017582948,0.00014841188,0.000018761151,0.00018469112,0.00027788946,0.00006794652],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023270954,0.00020931072,8.090932e-7,0.0014883042,0.000037855025,0.0000023009818,0.0005098737,0.0000036585432,0.00015980474,0.000054099386,0.020746661,0.976764],"study_design_scores_gemma":[0.00015533657,0.000046465084,4.8862614e-7,0.0031450202,0.0000024683663,0.0000051438524,0.00020748787,8.555305e-7,0.00746035,0.0000033832907,0.98869914,0.00027384926],"about_ca_topic_score_codex":0.000014214961,"about_ca_topic_score_gemma":0.000009608936,"teacher_disagreement_score":0.9764902,"about_ca_system_score_codex":0.00009670443,"about_ca_system_score_gemma":0.0006639365,"threshold_uncertainty_score":0.9483347},"labels":[],"label_agreement":null},{"id":"W1974123350","doi":"10.1517/17460441.2010.497535","title":"The antibiotic resistome","year":2010,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Resistome; Antibiotics; Antibiotic resistance; Biology; Resistance (ecology); Drug resistance; Microbiology; Ecology","score_opus":0.022089777964926345,"score_gpt":0.3319664911304999,"score_spread":0.3098767131655736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974123350","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000854502,0.99164623,0.000015900303,0.00013771211,0.004860193,0.0005500612,0.000073319694,0.000024673502,0.0026064643],"genre_scores_gemma":[0.00009844497,0.9861239,0.00006082172,0.00015829713,0.0023224934,0.00002860925,0.0006130332,0.00012763838,0.01046672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975029,0.00025953253,0.0006064196,0.00084304647,0.00030960556,0.000478485],"domain_scores_gemma":[0.99758047,0.00014931463,0.00041699968,0.00170749,0.00004266785,0.00010305579],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003350297,0.0005960704,0.00079664827,0.00007060528,0.00034669918,0.00031209076,0.0010145239,0.0005723701,0.000014717088],"category_scores_gemma":[0.00022673667,0.0003711445,0.0006714304,0.00013525582,0.0003302291,0.000010413752,0.00028137706,0.0005117045,0.00017425822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115469906,0.00016027458,0.000011952733,0.0011214325,0.00023446936,0.000008516904,0.000022884435,3.8260487e-7,0.0005810951,0.0014899125,0.17905791,0.8171957],"study_design_scores_gemma":[0.00011401009,0.00006374808,0.000017393493,0.0026330587,0.000013340962,0.000017149488,0.000023279246,2.1445712e-7,0.0002991764,0.000010736799,0.99633026,0.0004776429],"about_ca_topic_score_codex":0.000008211156,"about_ca_topic_score_gemma":0.000015831798,"teacher_disagreement_score":0.8172723,"about_ca_system_score_codex":0.00005326079,"about_ca_system_score_gemma":0.00036292762,"threshold_uncertainty_score":0.99987406},"labels":[],"label_agreement":null},{"id":"W1975811230","doi":"10.1517/17460441.2012.712512","title":"Non-genetic mechanisms communicating antibiotic resistance: rethinking strategies for antimicrobial drug design","year":2012,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Antibiotic resistance; Antimicrobial drug; Antimicrobial; Antibiotics; Drug resistance; Drug; Medicine; Biology; Intensive care medicine; Biotechnology; Pharmacology; Microbiology","score_opus":0.05352753642758181,"score_gpt":0.3393637206950969,"score_spread":0.2858361842675151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975811230","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026682063,0.9607796,0.035701066,0.0000904477,0.0010118384,0.0016949718,0.000265648,0.000036929854,0.00039283256],"genre_scores_gemma":[0.0016641694,0.9749657,0.018134275,0.0002610997,0.0013516018,0.0004103606,0.0019414412,0.00016467118,0.0011066889],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973821,0.00029560758,0.00073193124,0.0007948303,0.00020689801,0.0005886203],"domain_scores_gemma":[0.9975893,0.00015731492,0.00057380425,0.0015037373,0.000060798822,0.000115054165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005076013,0.00066518533,0.0010259305,0.00012069622,0.00041691886,0.00025588443,0.0010531581,0.00037471054,0.000004690821],"category_scores_gemma":[0.00003945402,0.0005867318,0.0005692643,0.00017416338,0.00013143505,0.000032565164,0.00033218734,0.00032036376,0.000021390817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000404476,0.0020060507,0.0000019490585,0.020797947,0.0014824992,0.0000050353447,0.003365686,0.00019051557,0.05412793,0.030398639,0.24527502,0.6419443],"study_design_scores_gemma":[0.00034587123,0.000040540253,0.0000011898424,0.0038139839,0.00009024997,0.000007945216,0.00018849026,0.000009326776,0.0072298925,0.00045134022,0.9870378,0.00078342133],"about_ca_topic_score_codex":0.000019245757,"about_ca_topic_score_gemma":0.000010554821,"teacher_disagreement_score":0.74176276,"about_ca_system_score_codex":0.00004610462,"about_ca_system_score_gemma":0.0004786511,"threshold_uncertainty_score":0.9996584},"labels":[],"label_agreement":null},{"id":"W1981092097","doi":"10.1517/17460441.2.7.987","title":"Drug discovery using the regulation of gene expression","year":2007,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Drug discovery; Computational biology; Regulation of gene expression; Gene expression; Biology; Epigenetics; Transcriptional regulation; Gene; Disease; Bioinformatics; Genetics; Medicine","score_opus":0.012651796297633754,"score_gpt":0.31544636453534636,"score_spread":0.3027945682377126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981092097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88598543,0.004015303,0.1081792,0.00013167036,0.0010601506,0.0001973013,0.000015584032,0.000012684385,0.00040267096],"genre_scores_gemma":[0.99659675,0.00054185605,0.0010908048,0.00014002896,0.0007821881,0.0000065211534,0.000098195196,0.000029358946,0.0007143043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892265,0.000041548607,0.00028087242,0.00029967385,0.00023316137,0.00022210734],"domain_scores_gemma":[0.9992917,0.00003672337,0.000105442785,0.0004878263,0.00003350633,0.00004475887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028250797,0.00017141349,0.00013289027,0.000054549248,0.00009791977,0.00003989336,0.00019089856,0.000075400014,0.000008176786],"category_scores_gemma":[0.000035025456,0.00012599546,0.00012583684,0.00009061465,0.00006484915,0.00002417226,0.00009166817,0.00007799397,0.0000014164674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012856415,0.000054476383,0.00034721784,0.000009073147,0.000013424918,3.0713846e-7,0.00026882574,0.006627987,0.989281,0.00009885422,0.0025928135,0.0005774517],"study_design_scores_gemma":[0.00028805019,0.00003847696,0.003102864,0.0000709341,0.000002081209,0.0000043228506,0.0005031564,0.00029324804,0.98420274,0.000024378758,0.011299988,0.00016977914],"about_ca_topic_score_codex":0.000038176222,"about_ca_topic_score_gemma":0.0000072103453,"teacher_disagreement_score":0.110611305,"about_ca_system_score_codex":0.000022586542,"about_ca_system_score_gemma":0.000035403005,"threshold_uncertainty_score":0.5137946},"labels":[],"label_agreement":null},{"id":"W1983404290","doi":"10.1517/17460441.2014.905538","title":"Novel approaches to the development of anti-sepsis drugs","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sepsis; Intensive care medicine; Drug development; Medicine; Computational biology; Computer science; Risk analysis (engineering); Biology; Pharmacology; Drug; Immunology","score_opus":0.30306040203115786,"score_gpt":0.3977357324443407,"score_spread":0.09467533041318282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983404290","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008431914,0.99302506,0.00023028265,0.0017455266,0.001127894,0.0019332053,0.00005481307,0.00003866317,0.0017602284],"genre_scores_gemma":[0.00044712596,0.99394965,0.0015985849,0.00084095506,0.0006889228,0.0011879543,0.00049785385,0.00010507762,0.00068384624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702245,0.0001124994,0.001043515,0.00075058336,0.0007055496,0.00036538084],"domain_scores_gemma":[0.9978151,0.00045590597,0.00042405198,0.0010852728,0.00003693183,0.00018277646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042951334,0.0006593849,0.0022406415,0.00027959314,0.00013962228,0.00006353718,0.00039236186,0.00019201898,0.00005795402],"category_scores_gemma":[0.0000819934,0.00035266625,0.0008468598,0.00035116044,0.00006269176,0.0000733121,0.00020172463,0.00025300615,0.00025154673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026936754,0.0016239709,0.00002235912,0.0031140798,0.0008283686,0.0000011638342,0.002376689,0.0000063543907,0.0000010080813,0.00081097987,0.028889723,0.9622984],"study_design_scores_gemma":[0.0005143006,0.00010265032,0.00012230886,0.018438447,0.00011094044,0.0000076285455,0.00032443713,0.0000030459923,0.00017947968,0.000001719537,0.97984004,0.00035500608],"about_ca_topic_score_codex":0.000031399835,"about_ca_topic_score_gemma":0.000005249454,"teacher_disagreement_score":0.9619434,"about_ca_system_score_codex":0.00030249354,"about_ca_system_score_gemma":0.0005210707,"threshold_uncertainty_score":0.99989253},"labels":[],"label_agreement":null},{"id":"W2020006137","doi":"10.1517/17460440902926399","title":"Potential directions for drug development against galectin-7 in cancer","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"University of Sydney","keywords":"Galectin; Cancer; Galectin-3; Biology; Cytoplasm; Cancer cell; Computational biology; Cell biology; Immunology; Genetics","score_opus":0.01518571130199374,"score_gpt":0.29486441089207094,"score_spread":0.2796786995900772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020006137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338908,0.038444877,0.00047637947,0.0069135306,0.014489792,0.0010974866,0.00008777763,0.00020144653,0.004397868],"genre_scores_gemma":[0.98475766,0.004087381,0.00008440141,0.0021225591,0.00030424027,0.00036859844,0.00024344496,0.000019848178,0.008011851],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986244,0.00010006181,0.00032433734,0.000461604,0.000039934377,0.00044965302],"domain_scores_gemma":[0.9995844,0.00006659865,0.000093257,0.00019292945,0.000038017108,0.000024830175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014554852,0.00022432332,0.00027498012,0.00017443548,0.00027501388,0.000028010447,0.0001743685,0.0001418851,0.00014447265],"category_scores_gemma":[0.00002567083,0.00019760664,0.000118221746,0.00016065949,0.000059960763,0.0001328891,0.000030165826,0.00022344165,0.000046904788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020897284,0.0020929372,0.002768333,0.000025352809,0.0002654898,0.0000058444407,0.0057192007,0.0006209713,0.24389312,0.0017534482,0.3103646,0.43040097],"study_design_scores_gemma":[0.0021834858,0.00016651207,0.019283427,0.00011413782,0.0000024823416,0.000007845662,0.0005100343,0.000009049419,0.11424621,0.000108654545,0.8629674,0.0004007639],"about_ca_topic_score_codex":0.00022322206,"about_ca_topic_score_gemma":0.00035353279,"teacher_disagreement_score":0.55260277,"about_ca_system_score_codex":0.00021671932,"about_ca_system_score_gemma":0.0002001965,"threshold_uncertainty_score":0.8058165},"labels":[],"label_agreement":null},{"id":"W2024502785","doi":"10.1517/17460440902915533","title":"Animal studies trigger new insights on the use of methadone maintenance","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Addiction; Detoxification (alternative medicine); Methadone; Methadone maintenance; Opioid; Cocaine dependence; Cocaine abuse; Pharmacology; Medicine; Psychology; Substance abuse; Cocaine use; Drugs of abuse; Opioid addiction; Neuroscience; Psychiatry; Internal medicine; Receptor","score_opus":0.1563527107494205,"score_gpt":0.3547536038064101,"score_spread":0.19840089305698957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024502785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97763306,0.0009127145,0.00003607124,0.01888588,0.0013425503,0.0007636086,0.000027326418,0.00010666255,0.00029214856],"genre_scores_gemma":[0.975223,0.0036059788,0.00006086726,0.017971355,0.00021862997,0.00004431668,0.000001347182,0.000034345874,0.0028401345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99746984,0.0003270532,0.00044978474,0.00067244546,0.0007102398,0.00037065826],"domain_scores_gemma":[0.99812174,0.0008423654,0.00020460723,0.0006827268,0.000047518595,0.00010106804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001080593,0.00034132838,0.00038037874,0.0001512001,0.00016322821,0.00012419341,0.00055146264,0.000055242643,0.00006522259],"category_scores_gemma":[0.000607286,0.00020565798,0.00020594052,0.0004166989,0.0002164844,0.0010295018,0.000057160283,0.0003148416,0.000120488214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007818982,0.0005922215,0.000024308418,0.000007215303,0.00001176268,0.000027260428,0.0032935934,0.00012842685,0.8714329,0.022943346,0.09548759,0.005269453],"study_design_scores_gemma":[0.00056892313,0.000555553,0.00082016963,0.00024366705,0.0000026429082,0.0000059937565,0.00014402893,0.000025096544,0.8867599,0.00023941668,0.11036705,0.00026758702],"about_ca_topic_score_codex":0.000017082886,"about_ca_topic_score_gemma":9.923075e-7,"teacher_disagreement_score":0.022703929,"about_ca_system_score_codex":0.000071530485,"about_ca_system_score_gemma":0.000063619955,"threshold_uncertainty_score":0.8386489},"labels":[],"label_agreement":null},{"id":"W2028328484","doi":"10.1517/17460441.2014.962995","title":"The preclinical discovery of lofexidine for the treatment of opiate addiction","year":2014,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opiate; Clinical trial; Addiction; Clonidine; Expert opinion; Detoxification (alternative medicine); Intensive care medicine; Pharmacology; Psychiatry; Alternative medicine; Anesthesia","score_opus":0.043108146635370145,"score_gpt":0.350976613227891,"score_spread":0.3078684665925208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028328484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402116,0.037613753,0.0019138394,0.010778679,0.005216462,0.0029401584,0.00006765024,0.00008121149,0.0011766441],"genre_scores_gemma":[0.9633823,0.030867111,0.00007559182,0.00023026334,0.00072827033,0.00024964003,0.0000811621,0.00002786649,0.0043578],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987406,0.00006855535,0.00045859482,0.00024377088,0.00028426794,0.00020416938],"domain_scores_gemma":[0.9965928,0.0024754014,0.00022524933,0.0006110197,0.000054823704,0.000040694325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022907832,0.00019893316,0.00040662114,0.00004389011,0.0001499605,0.000026553173,0.00012908189,0.000057154597,0.000013277922],"category_scores_gemma":[0.00014863256,0.00008741257,0.0004287317,0.00009765289,0.00017818541,0.00018506286,0.000015084304,0.000053034986,0.000005355324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045949385,0.013865379,0.099073954,0.00016977516,0.0058895345,0.000004961756,0.0177425,0.0007907351,0.005570875,0.06309391,0.09604073,0.65180826],"study_design_scores_gemma":[0.02728326,0.011669275,0.07486664,0.0010338667,0.00035701838,0.000008166365,0.0043705637,0.0031299854,0.1651749,0.0009138559,0.7106132,0.00057929393],"about_ca_topic_score_codex":0.000036381436,"about_ca_topic_score_gemma":0.000032001168,"teacher_disagreement_score":0.65122896,"about_ca_system_score_codex":0.00008501016,"about_ca_system_score_gemma":0.000059387174,"threshold_uncertainty_score":0.3564581},"labels":[],"label_agreement":null},{"id":"W2047964782","doi":"10.1517/17460441.3.11.1267","title":"Scintillation proximity assay in lead discovery","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Drug discovery; Lead (geology); Computational biology; Scintillation; Biology; Computer science; Bioinformatics; Telecommunications","score_opus":0.01726821812723654,"score_gpt":0.30287656175504807,"score_spread":0.2856083436278115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047964782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9534697,0.0032593764,0.03895915,0.00068287324,0.00094182213,0.000757227,0.00004116512,0.000106978856,0.0017817203],"genre_scores_gemma":[0.98941267,0.0042673927,0.0033194968,0.0005802183,0.0003882895,0.00008469564,0.00016104938,0.000043738884,0.0017424753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847364,0.00010600662,0.00028744183,0.00059087126,0.00022404508,0.0003179953],"domain_scores_gemma":[0.99928796,0.000023015868,0.00010010804,0.000506249,0.000035272787,0.000047374495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018026546,0.00024440035,0.00019785432,0.00010806328,0.0001162171,0.00004746052,0.00023310991,0.00014733782,0.0000071915106],"category_scores_gemma":[0.00012601308,0.00022814142,0.000105241175,0.00015418042,0.00018000508,0.000107141386,0.00013602889,0.00017025262,0.000014373523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041407614,0.0003830562,0.017460503,0.000013837994,0.000015517324,0.00001114014,0.00031025198,0.00040451752,0.95221066,0.00046040973,0.025410084,0.0029059132],"study_design_scores_gemma":[0.0005416946,0.00018142145,0.006883622,0.00011341564,5.349098e-7,0.000015956219,0.00010516235,0.00012629537,0.9552345,0.00012607196,0.03624963,0.00042163813],"about_ca_topic_score_codex":0.00005693258,"about_ca_topic_score_gemma":0.000026385422,"teacher_disagreement_score":0.035942957,"about_ca_system_score_codex":0.000085577165,"about_ca_system_score_gemma":0.00010507077,"threshold_uncertainty_score":0.9303337},"labels":[],"label_agreement":null},{"id":"W2048043138","doi":"10.1517/17460440802580700","title":"Can<i>in vitro</i>assessment provide relevant end points for cognitive drug programs?","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Long-term potentiation; Neuroscience; Cognition; Nootropic; Drug discovery; Psychology; Synaptic plasticity; Pharmacology; Medicine; Biology; Bioinformatics; Receptor","score_opus":0.06687796374337787,"score_gpt":0.37817950535331507,"score_spread":0.31130154160993717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048043138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98432,0.00013367349,0.00004515631,0.009530744,0.0020519777,0.0028619724,0.00015942237,0.00013064776,0.0007664378],"genre_scores_gemma":[0.985748,0.0019788276,0.000057896945,0.00799023,0.0002442682,0.0012411366,0.000019902498,0.0000581895,0.002661581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99592066,0.00051483896,0.0004366786,0.0013116355,0.0008556557,0.0009605064],"domain_scores_gemma":[0.997994,0.0012501777,0.00013643026,0.0003390834,0.000058339527,0.00022194388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037019167,0.0003492148,0.00035882075,0.00030613207,0.0005288212,0.00014055011,0.0005682822,0.00005972687,0.000027516353],"category_scores_gemma":[0.00058124564,0.00029815474,0.00017115442,0.00056044495,0.00064739387,0.0007757613,0.00021092345,0.00051122846,0.000047031495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015372023,0.0017694231,0.00064305327,0.000030993706,0.000005492528,0.00037002147,0.0013765396,0.000010823404,0.9803192,0.0005163804,0.008060716,0.005360131],"study_design_scores_gemma":[0.002491076,0.0004285538,0.000507124,0.00009432703,0.0000015245062,0.00006778611,0.00026218029,0.0006422844,0.97809714,0.00016976935,0.016865736,0.00037248898],"about_ca_topic_score_codex":0.00006122267,"about_ca_topic_score_gemma":0.000009029688,"teacher_disagreement_score":0.008805019,"about_ca_system_score_codex":0.00016291204,"about_ca_system_score_gemma":0.000517626,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2057025589","doi":"10.1517/17460441.2012.690390","title":"Understanding and creating value from open source drug discovery for neglected tropical diseases","year":2012,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drug discovery; Neglected tropical diseases; Tropical disease; Value (mathematics); Data science; Medicine; Computer science; Biology; Disease; Bioinformatics; Internal medicine","score_opus":0.11156421680743556,"score_gpt":0.3631626896752852,"score_spread":0.25159847286784964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057025589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007963147,0.9872546,0.0051025264,0.0026810989,0.0016310342,0.0022130783,0.00032023498,0.00017597397,0.00054179993],"genre_scores_gemma":[0.0011141765,0.99120796,0.00030490634,0.0007077083,0.0015205033,0.00032428096,0.0015520408,0.0001527675,0.0031156535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717,0.00023774353,0.00073400204,0.00097144244,0.00029755253,0.0005892696],"domain_scores_gemma":[0.99732006,0.0012780364,0.00039701286,0.00071750587,0.00002223933,0.00026513793],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00007460979,0.000722132,0.0021399872,0.00026143537,0.00048832357,0.00034819203,0.00045974084,0.0023541078,0.000056195335],"category_scores_gemma":[0.00023108983,0.00050925126,0.0005962453,0.00025831946,0.0002897906,0.00068368413,0.00050253375,0.0021698356,0.000016102105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036706622,0.0036040992,0.0006605306,0.01776948,0.0073137134,0.000090215864,0.0037556905,0.000010991562,0.00006650867,0.119306386,0.11154791,0.73220384],"study_design_scores_gemma":[0.0017650748,0.00016638185,0.00010912757,0.024483034,0.0006733659,0.000037822057,0.000800834,0.00004801941,0.000026699108,0.00044994784,0.9707396,0.0007001011],"about_ca_topic_score_codex":0.00016733096,"about_ca_topic_score_gemma":0.000006173375,"teacher_disagreement_score":0.85919166,"about_ca_system_score_codex":0.0003781586,"about_ca_system_score_gemma":0.00033190742,"threshold_uncertainty_score":0.9997359},"labels":[],"label_agreement":null},{"id":"W2063073888","doi":"10.1517/17460441.2015.1006195","title":"Multitasking models for quantitative structure–biological effect relationships: current status and future perspectives to speed up drug discovery","year":2015,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WSP (Canada)","funders":"European Social Fund; Ministerio de Economía y Competitividad","keywords":"Human multitasking; Drug discovery; Computer science; Current (fluid); Data science; Computational biology; Neuroscience; Drug; Medicine; Psychology; Bioinformatics; Pharmacology; Biology; Engineering","score_opus":0.15244104314922546,"score_gpt":0.4378704344365867,"score_spread":0.2854293912873612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063073888","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002443521,0.85146356,0.13638899,0.000391881,0.006965535,0.003360008,0.0009305806,0.00017690302,0.00007821422],"genre_scores_gemma":[0.00048668898,0.96977335,0.026069727,0.000097296484,0.0019539758,0.00047146468,0.0008787941,0.00012820264,0.00014050749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138,0.0029145787,0.0011454673,0.0025668084,0.0010493754,0.00094379485],"domain_scores_gemma":[0.9910558,0.0062557035,0.0007181985,0.0011613191,0.00030613504,0.0005028452],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001787194,0.0013781209,0.0024327252,0.0008139659,0.00053047825,0.0014532175,0.001412234,0.00034304307,0.000004457953],"category_scores_gemma":[0.0009879667,0.001017359,0.00084900757,0.00096990395,0.00020033558,0.0036255205,0.0010954109,0.0011705993,0.000019545165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002938889,0.0002508868,0.000007212697,0.0016426367,0.00029938977,0.000004410348,0.0155808,0.009921719,0.0000012914101,0.31287917,0.008307507,0.6508111],"study_design_scores_gemma":[0.0013694577,0.0005591107,0.000046013894,0.0059937174,0.00006301917,0.000020454541,0.002595018,0.021583132,0.000008159047,0.020281022,0.9453883,0.0020926043],"about_ca_topic_score_codex":0.000032904787,"about_ca_topic_score_gemma":0.000008423505,"teacher_disagreement_score":0.9370808,"about_ca_system_score_codex":0.0010142716,"about_ca_system_score_gemma":0.00095043104,"threshold_uncertainty_score":0.99989694},"labels":[],"label_agreement":null},{"id":"W2067166210","doi":"10.1517/17460441.2011.586691","title":"Ligand functional selectivity and quantitative pharmacology at G protein-coupled receptors","year":2011,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institute for Research in Immunology and Cancer","funders":"","keywords":"Functional selectivity; Drug discovery; Terminology; G protein-coupled receptor; Computational biology; Computer science; Neuroscience; Biology; Bioinformatics; Receptor; Genetics","score_opus":0.02961676921387865,"score_gpt":0.2772790397789788,"score_spread":0.24766227056510012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067166210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993478,0.00201411,0.0020681215,0.00011385237,0.0014078998,0.0003065321,0.000010006035,0.00001905907,0.00058238936],"genre_scores_gemma":[0.99518144,0.0010363488,0.0005563425,0.00038550855,0.0004291629,0.000115571835,0.00009215549,0.00002971986,0.0021737209],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890804,0.00009634613,0.00016339026,0.00047208762,0.00013537526,0.00022478672],"domain_scores_gemma":[0.99962264,0.000022052189,0.00008827296,0.00013614146,0.00004775841,0.000083120525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016821864,0.00019463494,0.00016026183,0.00004894145,0.0001777607,0.00002359933,0.00008316508,0.0001120503,0.00041138192],"category_scores_gemma":[0.00003068858,0.0001708038,0.00007742096,0.000060962397,0.00008293518,0.000021102072,0.00010697862,0.0000965976,0.000019261977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009590929,0.00013645235,0.00019017557,0.000006481542,0.000069975256,0.0000010357247,0.00041182883,0.000014331944,0.9879781,0.0007138257,0.009188292,0.00033040106],"study_design_scores_gemma":[0.0006835848,0.0005293207,0.00029605822,0.000019456755,0.0000024780368,0.000005824934,0.00019956254,0.00009921126,0.97762805,0.0001277067,0.020173868,0.00023488654],"about_ca_topic_score_codex":0.000050135804,"about_ca_topic_score_gemma":0.000011389339,"teacher_disagreement_score":0.0109855775,"about_ca_system_score_codex":0.000032362077,"about_ca_system_score_gemma":0.00005364935,"threshold_uncertainty_score":0.6965177},"labels":[],"label_agreement":null},{"id":"W2070814234","doi":"10.1517/17460441.2011.584530","title":"Advances in malignant glioma drug discovery","year":2011,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Drug discovery; Glioma; Drug; Computational biology; Medicine; Cancer research; Biology; Pharmacology; Bioinformatics","score_opus":0.024667182934876453,"score_gpt":0.2953696600071354,"score_spread":0.2707024770722589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070814234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488963,0.027775425,0.000036185116,0.0019411205,0.0021711465,0.00081736984,0.00004087901,0.000108620996,0.018212963],"genre_scores_gemma":[0.9833557,0.014058212,0.00018131499,0.00081376615,0.00033449958,0.00028384454,0.000087567874,0.00005438416,0.0008307369],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978066,0.000082443,0.00047202656,0.0006754438,0.00047019997,0.00049325515],"domain_scores_gemma":[0.9989101,0.0001142774,0.00013152174,0.0006361846,0.00003206146,0.00017581214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015529704,0.00038573684,0.0005173959,0.00035101644,0.00008475768,0.00007762085,0.00018334136,0.000076693,0.0001855731],"category_scores_gemma":[0.000047354653,0.00028037644,0.00025012763,0.00033075095,0.00010152802,0.0013423,0.00009494897,0.00017162951,0.00016706098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011620514,0.046110936,0.51495713,0.0005821478,0.0007790295,0.008437245,0.036649544,0.00018209919,0.02436005,0.10224834,0.12397692,0.13009602],"study_design_scores_gemma":[0.020605687,0.0020004099,0.18503904,0.0057985494,0.000056935427,0.00034605255,0.009916862,0.0001619377,0.5504963,0.0031551723,0.220041,0.0023820805],"about_ca_topic_score_codex":0.000506123,"about_ca_topic_score_gemma":0.000101136684,"teacher_disagreement_score":0.5261362,"about_ca_system_score_codex":0.0001964285,"about_ca_system_score_gemma":0.000092277645,"threshold_uncertainty_score":0.99996483},"labels":[],"label_agreement":null},{"id":"W2082377632","doi":"10.1517/17460441.2014.902155","title":"Novel techniques in the development of osteoporosis drug therapy: the osteoclast ruffled-border vacuolar H<sup>+</sup>-ATPase as an emerging target","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Osteoporosis; Osteoclast; Drug discovery; Medicine; Bisphosphonate; Bioinformatics; Drug; Bone resorption; Pharmacology; Biology; Internal medicine","score_opus":0.03731431689920069,"score_gpt":0.38649183790468894,"score_spread":0.34917752100548827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082377632","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006757542,0.9888582,0.00054805266,0.0005496872,0.00023641073,0.0020324998,0.00014850385,0.000033266006,0.00083583716],"genre_scores_gemma":[0.0030404797,0.9913947,0.0008160531,0.0006430479,0.0008072948,0.0009819987,0.0016446195,0.00013863825,0.0005331886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585605,0.00088300183,0.0010065733,0.0009200882,0.00075652543,0.0005777783],"domain_scores_gemma":[0.99767804,0.00023137254,0.00041671633,0.0014772245,0.00009420616,0.00010241146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015945472,0.0007321482,0.0010082901,0.00021704797,0.00031319092,0.0001614686,0.0015385719,0.00034283267,0.00006954237],"category_scores_gemma":[0.00012959732,0.0004101132,0.0005465717,0.0003647591,0.00019655818,0.000038715145,0.00039626268,0.0005738122,0.000021405855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002356944,0.0013227456,0.0000148278405,0.0011845727,0.0003225459,0.000005334808,0.0050356123,0.000039886494,0.0028446391,0.00017276737,0.008128439,0.9806929],"study_design_scores_gemma":[0.0004068316,0.00021418484,0.0000023538694,0.0019522023,0.000009846052,0.0000068544036,0.0021324817,0.00001964808,0.017802007,0.000009886202,0.976913,0.0005307153],"about_ca_topic_score_codex":0.00012825572,"about_ca_topic_score_gemma":0.000032497817,"teacher_disagreement_score":0.9801622,"about_ca_system_score_codex":0.000071597286,"about_ca_system_score_gemma":0.0007981282,"threshold_uncertainty_score":0.9998351},"labels":[],"label_agreement":null},{"id":"W2087052033","doi":"10.1517/17460441.2010.486829","title":"Cell-based apoptosis assays in oncology drug discovery","year":2010,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Drug discovery; Context (archaeology); Computational biology; Biology; Cell; Apoptosis; Phenotypic screening; Drug; Phenotype; Bioinformatics; Cancer research; Pharmacology; Genetics; Gene","score_opus":0.008409958001306582,"score_gpt":0.2715681713630547,"score_spread":0.26315821336174816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087052033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836319,0.0011600439,0.0026251576,0.0019320109,0.0045829867,0.00045366667,0.00004075537,0.000034460903,0.0055389805],"genre_scores_gemma":[0.9923747,0.0010198182,0.00049905444,0.0011052846,0.00084086304,0.00009319167,0.00056717516,0.000049219216,0.0034506577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982785,0.00012485583,0.0003401285,0.00064045633,0.00024610438,0.00036995468],"domain_scores_gemma":[0.9990814,0.000058335467,0.00013831707,0.00058578566,0.000034871577,0.00010133083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003078474,0.0002887836,0.00025418945,0.00013939817,0.000107923974,0.000099918616,0.00027303846,0.00028685792,0.0000602818],"category_scores_gemma":[0.00004405046,0.00025367283,0.00019318555,0.00012838255,0.000086544605,0.000038082762,0.00011539695,0.00029032398,0.000026307442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031619536,0.00072883605,0.000503257,0.000017586488,0.000015236028,0.0000033788112,0.00020843759,0.0011617579,0.9656031,0.0011925302,0.026034998,0.004214677],"study_design_scores_gemma":[0.0014635694,0.0002193964,0.0007707595,0.000035943383,0.0000024410544,0.0000025259092,0.00028303897,0.00050218124,0.7506534,0.00014457732,0.2455063,0.00041589676],"about_ca_topic_score_codex":0.00014969031,"about_ca_topic_score_gemma":0.00012521728,"teacher_disagreement_score":0.2194713,"about_ca_system_score_codex":0.00005551414,"about_ca_system_score_gemma":0.00021086064,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2099922141","doi":"10.1517/17460441.2012.722077","title":"Preclinical models for pediatric solid tumor drug discovery: current trends, challenges and the scopes for improvement","year":2012,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Clinical trial; Preclinical testing; Solid tumor; Drug; Cancer; Drug development; Pediatric cancer; Intensive care medicine; Oncology; Pharmacology; Medical physics; Internal medicine","score_opus":0.14718285921016233,"score_gpt":0.43692480143159446,"score_spread":0.2897419422214321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099922141","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035521796,0.98806995,0.00012018676,0.0015491,0.0022859054,0.006840217,0.0008439982,0.00005896562,0.00019614368],"genre_scores_gemma":[0.0006162131,0.9833203,0.000077698365,0.00017100385,0.004203703,0.008639713,0.0008027466,0.00018413084,0.0019844938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955963,0.0003106636,0.0011055073,0.0012498465,0.0007464471,0.0009912712],"domain_scores_gemma":[0.9957214,0.0022398776,0.00057079317,0.0009507049,0.00008679704,0.00043045182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083341956,0.0009511187,0.002493699,0.0003847016,0.00026896357,0.00022045258,0.00041487807,0.00015026859,0.000010559847],"category_scores_gemma":[0.00020355824,0.000513404,0.0015067495,0.00015553016,0.00022704694,0.000715727,0.00034032756,0.000570426,0.000016349746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018353958,0.0016143549,0.0000011079434,0.012242132,0.0004821049,0.0000032280825,0.0003075673,0.0000012738737,1.8885517e-7,0.0024998202,0.011247832,0.969765],"study_design_scores_gemma":[0.009199593,0.0012318005,0.000007764726,0.007201794,0.00071790745,0.000021874213,0.00010489455,0.00012564161,0.000015673655,0.0004959779,0.9802575,0.0006195635],"about_ca_topic_score_codex":0.000014504849,"about_ca_topic_score_gemma":0.0000084199,"teacher_disagreement_score":0.9691454,"about_ca_system_score_codex":0.00021721011,"about_ca_system_score_gemma":0.00052466185,"threshold_uncertainty_score":0.9997318},"labels":[],"label_agreement":null},{"id":"W2107470469","doi":"10.1517/17460441.2.s1.s25","title":"Anthelmintic discovery and development in the animal health industry","year":2007,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Helminth infection and control","field":"Veterinary","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Elanco Animal Health","keywords":"Drug discovery; Pharmaceutical industry; Business; Identification (biology); General partnership; Isolation (microbiology); Drug development; Investment (military); Paradigm shift; Biotechnology; Risk analysis (engineering); Data science; Biology; Drug; Computer science; Pharmacology; Bioinformatics; Political science; Finance","score_opus":0.05890483979406277,"score_gpt":0.36838469534334584,"score_spread":0.3094798555492831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107470469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986609,0.0015967236,0.0005648309,0.0070264093,0.0009528281,0.00050332805,0.000010231463,0.00006416912,0.0026724876],"genre_scores_gemma":[0.9912774,0.00025493468,0.000048984126,0.0075634485,0.00039279633,0.00005661587,0.000018223405,0.000025159548,0.00036243154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802643,0.0002170676,0.00050683285,0.00040660182,0.0003565804,0.00048647332],"domain_scores_gemma":[0.99916506,0.0002699126,0.00012122356,0.00031815356,0.000014565216,0.000111116155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011742805,0.00024823318,0.00025809105,0.00018702989,0.00023733346,0.00021296745,0.00020032548,0.00014012758,0.00006743904],"category_scores_gemma":[0.00006435443,0.00017578968,0.000058465208,0.00019227043,0.00008481298,0.00059840124,0.000081405655,0.0005480531,0.00006572179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012190899,0.007938157,0.12029597,0.00041843706,0.00037694036,0.00096574996,0.12871256,0.000056390785,0.007843904,0.07214254,0.10923013,0.5398283],"study_design_scores_gemma":[0.0025467817,0.0010614333,0.40045494,0.00046598565,0.0000014296928,0.00024430768,0.016382916,0.000066804845,0.001601199,0.00006439594,0.5763753,0.0007345317],"about_ca_topic_score_codex":0.00023057812,"about_ca_topic_score_gemma":0.00009682121,"teacher_disagreement_score":0.5390938,"about_ca_system_score_codex":0.0001806095,"about_ca_system_score_gemma":0.00018301493,"threshold_uncertainty_score":0.7168495},"labels":[],"label_agreement":null},{"id":"W2118021919","doi":"10.1517/17460441.2011.573783","title":"New methods for multiple sclerosis drug discovery","year":2011,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multiple sclerosis; Pathogenesis; Disease; Drug discovery; Drug; Drug development; Immune system; Apoptosis; Immunology; Medicine; Biology; Bioinformatics; Pharmacology; Genetics; Pathology","score_opus":0.05481432085617162,"score_gpt":0.3173175077206489,"score_spread":0.26250318686447727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118021919","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05712715,0.01035379,0.9226684,0.0005842234,0.00576636,0.0012318095,0.00009298326,0.00007935533,0.0020959058],"genre_scores_gemma":[0.7790335,0.009697521,0.16604748,0.0016994145,0.0034724274,0.0003621887,0.001295194,0.00020477505,0.038187485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855614,0.000099425175,0.00028438342,0.0006007896,0.00013844727,0.00032084214],"domain_scores_gemma":[0.9991236,0.000056193032,0.00012314673,0.0005303529,0.000040808496,0.00012592487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025957005,0.0002733867,0.00022091702,0.00006740209,0.00015251152,0.00009097837,0.00024821033,0.0001433314,0.000047754485],"category_scores_gemma":[0.00007325582,0.00023107589,0.00029303742,0.0000765448,0.00004157921,0.00004923126,0.00012901542,0.000072670584,0.000010717907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009973033,0.0003289921,0.00017316785,0.000026638243,0.00011643813,5.186982e-7,0.0009971686,0.00009363659,0.7887688,0.0050884364,0.07680984,0.12659904],"study_design_scores_gemma":[0.0012410289,0.00021616917,0.0009028987,0.00006572077,0.0000058075398,0.0000020374364,0.00028057772,0.00029550437,0.7664627,0.00085527025,0.22926575,0.00040657455],"about_ca_topic_score_codex":0.0002148529,"about_ca_topic_score_gemma":0.000024467634,"teacher_disagreement_score":0.75662094,"about_ca_system_score_codex":0.000027647982,"about_ca_system_score_gemma":0.00008962465,"threshold_uncertainty_score":0.94230014},"labels":[],"label_agreement":null},{"id":"W2118556799","doi":"10.1517/17460441.2.s1.s41","title":"Ivermectin resistance and overview of the Consortium for Anthelmintic Resistance SNPs","year":2007,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Helminth infection and control","field":"Veterinary","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ivermectin; Biology; Nematode; Anthelmintic; Lymphatic filariasis; ATP-binding cassette transporter; Moxidectin; Cell biology; Onchocerciasis; Onchocerca volvulus; Drug resistance; Genetics; Immunology; Transporter; Gene; Zoology; Helminths; Ecology","score_opus":0.06202913546409219,"score_gpt":0.3651896063272456,"score_spread":0.30316047086315345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118556799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8378319,0.056794565,0.0069028577,0.015151816,0.012009958,0.0046783015,0.00055017613,0.00034322383,0.0657372],"genre_scores_gemma":[0.9889772,0.0010206442,0.00011185406,0.0013405584,0.00026289801,0.000064819185,0.000005325939,0.000029710345,0.008187023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850833,0.00012386881,0.00044991914,0.0003667765,0.00025440063,0.00029668777],"domain_scores_gemma":[0.99855363,0.0005694237,0.00023735406,0.0004964277,0.000074660726,0.00006848996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055511395,0.00019881304,0.00028859306,0.000072143186,0.00021776467,0.000046735666,0.00019640115,0.0000770711,0.0000715428],"category_scores_gemma":[0.00029118787,0.00014717395,0.00018515352,0.0001668381,0.00018036163,0.00021431038,0.00006354572,0.0001326304,0.000010168572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026549865,0.0020166948,0.007763671,0.002015439,0.00055703253,0.000055356668,0.009662006,0.000016063288,0.0751711,0.4545639,0.39452186,0.027107026],"study_design_scores_gemma":[0.002278683,0.00021213408,0.027005684,0.0010202508,0.000009863427,0.000014985342,0.0010815038,0.00003672761,0.019503936,0.0013141722,0.947098,0.00042406825],"about_ca_topic_score_codex":0.00003243572,"about_ca_topic_score_gemma":0.00015897215,"teacher_disagreement_score":0.5525761,"about_ca_system_score_codex":0.00006948262,"about_ca_system_score_gemma":0.000056410747,"threshold_uncertainty_score":0.600158},"labels":[],"label_agreement":null},{"id":"W2119777544","doi":"10.1517/17460441.3.9.1041","title":"Pharmacological inhibition of histone deacetylases for the treatment of cancer, neurodegenerative disorders and inflammatory diseases","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Histone Deacetylase Inhibitors Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Pyrogenesis (Canada)","funders":"","keywords":"Vorinostat; Histone deacetylase; Histone; Medicine; Epigenetics; Bioinformatics; Cancer; Inflammation; Cancer research; Pharmacology; Computational biology; Biology; Immunology; Genetics; Internal medicine","score_opus":0.02310778815169696,"score_gpt":0.353628319070424,"score_spread":0.3305205309187271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119777544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650738,0.03329205,0.000116342155,0.0004024457,0.00028285288,0.0005555805,0.00024355478,0.0000062697436,0.000027081618],"genre_scores_gemma":[0.913541,0.08522829,0.000022606857,0.000074985466,0.00028942677,0.00041348368,0.00011595797,0.000016908974,0.00029735215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990958,0.00008553336,0.00021402995,0.00028694066,0.00016546871,0.00015221705],"domain_scores_gemma":[0.9994872,0.00011959563,0.00010538148,0.00018058532,0.00005076757,0.00005642891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003934286,0.0001546115,0.00017946123,0.000044143337,0.00015479457,0.000005923559,0.00007450382,0.000051389634,0.00000928702],"category_scores_gemma":[0.0000458743,0.000105606574,0.00013508157,0.000053116128,0.00045725502,0.000011807327,0.000035848796,0.000035759487,3.6583373e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017507105,0.0013351559,0.001526364,0.00003688121,0.0001631617,0.0000019869462,0.0008847059,0.0010109664,0.9648904,0.00015342423,0.02103397,0.0072122486],"study_design_scores_gemma":[0.0014401054,0.0010586921,0.0018186931,0.000021900647,0.000009060843,0.0000015669787,0.00014172583,0.0001311147,0.949754,0.000006485301,0.04549042,0.00012621198],"about_ca_topic_score_codex":0.00011332763,"about_ca_topic_score_gemma":0.00004896174,"teacher_disagreement_score":0.051936235,"about_ca_system_score_codex":0.00004930388,"about_ca_system_score_gemma":0.00012193434,"threshold_uncertainty_score":0.4306511},"labels":[],"label_agreement":null},{"id":"W2120772428","doi":"10.1517/17460441.2013.852181","title":"3D<i>in vitro</i>tissue models and their potential for drug screening","year":2013,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingswood University","funders":"","keywords":"Biofabrication; Drug discovery; Computer science; Drug development; Preclinical testing; Computational biology; Biochemical engineering; Drug; Data science; Bioinformatics; Medicine; Biology; Tissue engineering; Pharmacology; Biomedical engineering; Engineering","score_opus":0.05218203487048475,"score_gpt":0.3437449191400541,"score_spread":0.2915628842695694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120772428","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015057236,0.9697195,0.02636692,0.00011623564,0.0014279903,0.0015957085,0.00015851042,0.00017346218,0.00042658902],"genre_scores_gemma":[0.00020895591,0.9939291,0.0025682051,0.000048221325,0.0009583486,0.000988727,0.00037146572,0.00021073018,0.0007162317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972244,0.00015378765,0.00071650784,0.00070278806,0.00044140086,0.0007611388],"domain_scores_gemma":[0.9983585,0.0007229863,0.00010117204,0.0005589493,0.00003269699,0.00022569488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005369185,0.00067407644,0.0013614288,0.00045542585,0.00009819017,0.00030937232,0.0005976094,0.00033550133,0.000037397116],"category_scores_gemma":[0.0000860766,0.0005187678,0.00032307918,0.0002581402,0.0001143756,0.0005053481,0.0002981417,0.00076456834,0.00003881859],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000148438885,0.000036980353,3.2749035e-8,0.0037467736,0.00007691583,0.0000029110117,0.00020760373,0.0008042017,0.000051073406,0.000109837536,0.010792113,0.9841567],"study_design_scores_gemma":[0.00035020977,0.000019226201,1.8614939e-7,0.0075384495,0.0000058533005,0.000007466861,0.00007351876,0.041522752,0.00027320127,0.00016733556,0.94946194,0.00057985476],"about_ca_topic_score_codex":0.00008558268,"about_ca_topic_score_gemma":0.0000016695329,"teacher_disagreement_score":0.98357683,"about_ca_system_score_codex":0.0001668332,"about_ca_system_score_gemma":0.00009198083,"threshold_uncertainty_score":0.9997264},"labels":[],"label_agreement":null},{"id":"W2122984705","doi":"10.1517/17460441.2010.498815","title":"Developing a framework for understanding and enabling open source drug discovery","year":2010,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Commercialization; Knowledge management; Interdependence; Open source; Upstream (networking); New product development; Open innovation; Downstream (manufacturing); Corporate governance; Business; Data science; Process management; Computer science; Marketing; Political science","score_opus":0.051261388544598295,"score_gpt":0.34188411583686074,"score_spread":0.29062272729226246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122984705","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1809545,0.0043645925,0.6248779,0.1789953,0.0062430296,0.0022389665,0.000024925788,0.0003699241,0.0019308316],"genre_scores_gemma":[0.968882,0.0044552856,0.015838508,0.006883476,0.0008033003,0.00012193298,0.000063133004,0.00008240789,0.0028699203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985375,0.00002971979,0.00030303386,0.00055840745,0.00017972419,0.0003916466],"domain_scores_gemma":[0.99883544,0.0004778935,0.00012056813,0.0004339251,0.000026226473,0.00010592976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034273986,0.00026344816,0.00038827118,0.00018393458,0.00045430133,0.0003027731,0.00028323987,0.0012767315,0.00002456433],"category_scores_gemma":[0.0003189854,0.00020815461,0.000108982866,0.00020197699,0.00021512115,0.0006699725,0.0002967244,0.0021467805,0.000007674204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070872926,0.00014785833,0.00065523095,0.00008761126,0.00015728635,0.000008721863,0.0018347058,0.000007065127,0.002884325,0.9836941,0.005978689,0.0038357037],"study_design_scores_gemma":[0.009401432,0.0006125071,0.001163251,0.006752353,0.00007192927,0.00028505523,0.030865198,0.0010017193,0.084264144,0.22319533,0.6402259,0.0021611876],"about_ca_topic_score_codex":0.00005209074,"about_ca_topic_score_gemma":0.000017048309,"teacher_disagreement_score":0.7879275,"about_ca_system_score_codex":0.00010558286,"about_ca_system_score_gemma":0.00017886433,"threshold_uncertainty_score":0.9847323},"labels":[],"label_agreement":null},{"id":"W2131175249","doi":"10.1517/17460440903186100","title":"Update on models of pulmonary fibrosis therapy for preclinical drug research","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Bleomycin; Pulmonary fibrosis; Disease; Drug; Intensive care medicine; Drug development; Preclinical testing; Fibrosis; Drug discovery; Lung; Bioinformatics; Pathology; Pharmacology; Internal medicine; Medical physics; Chemotherapy","score_opus":0.07985624898287767,"score_gpt":0.40183440469805976,"score_spread":0.32197815571518207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131175249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75313944,0.057493452,0.0015212157,0.11360285,0.0065739467,0.011285052,0.0021099816,0.0005789364,0.053695146],"genre_scores_gemma":[0.9827867,0.009856874,0.00023495578,0.003080192,0.0012797274,0.00015703164,0.00032364402,0.00005068991,0.002230176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997174,0.00020287975,0.0005881725,0.0006801306,0.0008419385,0.00051283545],"domain_scores_gemma":[0.9982286,0.00045678508,0.00012497495,0.000740617,0.00021488976,0.0002341466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006595337,0.00029403446,0.000546904,0.00025681403,0.00018498507,0.000052855437,0.0002961455,0.0001431567,0.00007205535],"category_scores_gemma":[0.00010256477,0.00022970111,0.00055743154,0.00022902839,0.00017087985,0.00040939407,0.000053329535,0.00037485338,0.000030045507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24658948,0.015982907,0.00021434012,0.0003964096,0.00030890552,0.00006189318,0.0020138212,0.0010242041,0.023562867,0.06986219,0.52189684,0.11808612],"study_design_scores_gemma":[0.022435065,0.082829036,0.009702937,0.017005121,0.00008196822,0.000075299344,0.0037855043,0.061957307,0.12170533,0.065041624,0.61198205,0.0033987844],"about_ca_topic_score_codex":0.000048172617,"about_ca_topic_score_gemma":3.3225294e-7,"teacher_disagreement_score":0.22964728,"about_ca_system_score_codex":0.0001221354,"about_ca_system_score_gemma":0.00020639588,"threshold_uncertainty_score":0.93669397},"labels":[],"label_agreement":null},{"id":"W2133947353","doi":"10.1517/17460441.2014.911282","title":"Advances in the approach to novel drug clinical development for breast cancer","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Clinical trial; Drug development; Medicine; Intensive care medicine; Breast cancer; Drug; Population; Clinical research; Translational research; Cancer; Pharmacology; Pathology; Internal medicine","score_opus":0.11827331199395044,"score_gpt":0.4680147860398713,"score_spread":0.3497414740459208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133947353","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000039626248,0.9849454,0.003521158,0.0021502574,0.0030354788,0.0038527492,0.0003409399,0.000048049544,0.002101994],"genre_scores_gemma":[0.000028359136,0.9785752,0.0017701573,0.0064370707,0.0038984194,0.007899546,0.00046767047,0.00011555383,0.0008080172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960135,0.0002900511,0.0014703695,0.0010443407,0.0006779713,0.000503748],"domain_scores_gemma":[0.99758273,0.00087874656,0.0004592269,0.0008158457,0.00007945289,0.00018401978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014080044,0.00064878527,0.0021860343,0.00027076766,0.00013030779,0.00008562442,0.0005830168,0.00023751285,0.000043040294],"category_scores_gemma":[0.00008252344,0.000393405,0.00071240077,0.00040069487,0.000108888366,0.00023003039,0.00007893601,0.00061776664,0.000064508335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030950966,0.0010772118,0.0000122523115,0.0035827165,0.00008500251,7.2658383e-7,0.0008180991,0.000015102658,1.9296942e-7,0.00074661017,0.05984658,0.933506],"study_design_scores_gemma":[0.002011473,0.00006355137,0.00005515542,0.021211734,0.000023872472,0.000035546556,0.00020766014,0.0000101040905,0.0000034025813,0.000011547803,0.9758807,0.00048528382],"about_ca_topic_score_codex":0.000023780858,"about_ca_topic_score_gemma":0.0000145419,"teacher_disagreement_score":0.9330207,"about_ca_system_score_codex":0.00059596315,"about_ca_system_score_gemma":0.0011210504,"threshold_uncertainty_score":0.99985176},"labels":[],"label_agreement":null},{"id":"W2134592554","doi":"10.1517/17460441.3.8.853","title":"Virtual screening of the estrogen receptor","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Virtual screening; Estrogen receptor; Estrogen; Computational biology; Receptor; Estrogen receptor beta; Biology; Chemistry; Medicine; Bioinformatics; Drug discovery; Genetics; Cancer; Breast cancer","score_opus":0.03695513332828813,"score_gpt":0.3000033343131981,"score_spread":0.26304820098490994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134592554","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3711118,0.0014473699,0.61344194,0.0053959126,0.005738687,0.0004793423,0.000035342095,0.00019482404,0.0021547582],"genre_scores_gemma":[0.956454,0.0003590394,0.03989625,0.0013583709,0.00055393786,0.000042981825,0.000016541655,0.000035411977,0.0012834596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977182,0.0003653777,0.00037594402,0.00047455283,0.00079762883,0.0002682908],"domain_scores_gemma":[0.9982563,0.0005311853,0.00020184863,0.000864862,0.000068109446,0.00007768252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032030325,0.00021282383,0.00023296525,0.00011218245,0.00026592662,0.000077378594,0.0014045264,0.000049588765,0.00002234389],"category_scores_gemma":[0.0001651935,0.00015643325,0.00025704646,0.0005302939,0.00017481203,0.0010516376,0.00060988136,0.00018864323,0.000033885717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024352554,0.0009642934,0.0044326317,0.00001882271,0.00017557574,0.000011694701,0.011668415,0.162138,0.0061515677,0.61152256,0.10458038,0.09809253],"study_design_scores_gemma":[0.005097532,0.0009777888,0.052043896,0.0012145989,0.000007430934,0.00024081253,0.001911725,0.23057865,0.3208116,0.008397361,0.3757115,0.0030070874],"about_ca_topic_score_codex":0.000044488563,"about_ca_topic_score_gemma":5.5270357e-7,"teacher_disagreement_score":0.6031252,"about_ca_system_score_codex":0.0000615517,"about_ca_system_score_gemma":0.00023056031,"threshold_uncertainty_score":0.6379163},"labels":[],"label_agreement":null},{"id":"W2135872829","doi":"10.1517/17460441.2015.1009443","title":"Learning from our failures in blood–brain permeability: what can be done for new drug discovery?","year":2015,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Blood–brain barrier; Systemic circulation; Drug discovery; Drug; Medicine; Drug delivery; Neuroscience; Blood circulation; Pharmacology; Central nervous system; Bioinformatics; Biology; Nanotechnology; Internal medicine","score_opus":0.03460713707814786,"score_gpt":0.2987073852536085,"score_spread":0.26410024817546063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135872829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87761974,0.0078008985,0.0012885231,0.10724161,0.0038645123,0.0015834358,0.00011425029,0.000195324,0.00029171488],"genre_scores_gemma":[0.9656021,0.0022335507,0.00084035384,0.0035359354,0.0019519901,0.00018276258,0.0013781589,0.00012801445,0.024147129],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967964,0.0001442826,0.00062903843,0.00097144354,0.0007942201,0.0006645843],"domain_scores_gemma":[0.99840343,0.00022774328,0.00017008821,0.00065139635,0.00007649536,0.00047082108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005559297,0.0005054064,0.0008152888,0.00023469406,0.00013498399,0.00037739638,0.00029082395,0.00018197301,0.00003267158],"category_scores_gemma":[0.0002709197,0.00041303833,0.00035402097,0.00026337462,0.00007040315,0.0014923163,0.00006675006,0.0005020285,0.0000125594015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024540992,0.009237951,0.054399446,0.0009590308,0.001544465,0.00062667934,0.2388674,0.005954836,0.070158236,0.013492529,0.5377458,0.04247268],"study_design_scores_gemma":[0.03900234,0.0019965775,0.008633701,0.006326492,0.00014722315,0.000026681337,0.31951717,0.0007720058,0.123457946,0.005781544,0.4914333,0.0029050144],"about_ca_topic_score_codex":0.003780921,"about_ca_topic_score_gemma":0.002618323,"teacher_disagreement_score":0.10370567,"about_ca_system_score_codex":0.00025594776,"about_ca_system_score_gemma":0.0006559618,"threshold_uncertainty_score":0.99983215},"labels":[],"label_agreement":null},{"id":"W2136305715","doi":"10.1517/17460441.2011.603722","title":"Recent advances in protein–protein interaction prediction: experimental and computational methods","year":2011,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Protein–protein interaction; Identification (biology); Computational biology; Data science; Function (biology); Computational model; Field (mathematics); Tandem affinity purification; Protein function; Machine learning; Artificial intelligence; Biology; Gene; Genetics","score_opus":0.021281321180207355,"score_gpt":0.3198971018789303,"score_spread":0.2986157806987229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136305715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77443343,0.1163093,0.084070645,0.0008468674,0.0035654,0.0022189969,0.000072269126,0.00006922688,0.018413844],"genre_scores_gemma":[0.9785205,0.0056102304,0.014390053,0.00039028222,0.00037660982,0.00021081141,0.00022551112,0.000021579614,0.00025442676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992315,0.00007439409,0.00023337704,0.0002414281,0.000086548185,0.00013271734],"domain_scores_gemma":[0.99971086,0.0000074742206,0.000081426486,0.0001355676,0.000019061652,0.000045614324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015462335,0.0001302498,0.00010100039,0.00004607996,0.000055892946,0.000030268437,0.000072573996,0.000071301096,0.000039115803],"category_scores_gemma":[0.000011146941,0.00011913132,0.000034742585,0.00004615868,0.000052568812,0.000047974838,0.000073309304,0.00009087178,0.0000033063052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033775044,0.0016485216,0.0007491238,0.00007706425,0.00013595664,0.000004901973,0.0066320715,0.0029243084,0.2867099,0.010696125,0.009335672,0.6777088],"study_design_scores_gemma":[0.0018963899,0.0009114802,0.0009772955,0.00026681338,0.0000014264992,0.00002127583,0.0028480382,0.005904098,0.43560448,0.0020539355,0.5489778,0.00053700316],"about_ca_topic_score_codex":0.000008037775,"about_ca_topic_score_gemma":0.0000031558075,"teacher_disagreement_score":0.6771718,"about_ca_system_score_codex":0.000029008233,"about_ca_system_score_gemma":0.000026638496,"threshold_uncertainty_score":0.48580343},"labels":[],"label_agreement":null},{"id":"W2137053703","doi":"10.1517/17460441.3.6.677","title":"Strategies to assess blood–brain barrier penetration","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Blood–brain barrier; Penetration (warfare); Medicine; Neuroscience; Biology; Computational biology; Central nervous system; Engineering","score_opus":0.06893165010882582,"score_gpt":0.37028272214982816,"score_spread":0.3013510720410023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137053703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614939,0.0013947006,0.00057593273,0.0149699,0.0010772687,0.0007250397,0.000020274725,0.00015339212,0.019589603],"genre_scores_gemma":[0.9828668,0.0011580116,0.00016522275,0.01221108,0.0007456915,0.00010737403,0.000032763142,0.000019188059,0.0026938345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870497,0.000084741136,0.00021267393,0.00035865707,0.00036771587,0.00027122465],"domain_scores_gemma":[0.9992792,0.00023816968,0.000044356602,0.0002038446,0.00004796333,0.00018646385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013544381,0.00020955638,0.00030479883,0.0000937419,0.00022568917,0.00006009523,0.00009349248,0.000063665604,0.00018311494],"category_scores_gemma":[0.00017145279,0.00015052881,0.0001142171,0.00016443631,0.00008589282,0.00037326597,0.00006067185,0.0001762382,0.00008004159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012436958,0.002062511,0.0035304355,0.000079941645,0.00036705864,0.00030405217,0.0046165404,0.00046889254,0.30856937,0.009151192,0.66703904,0.002567267],"study_design_scores_gemma":[0.0077537317,0.0047704345,0.14451218,0.000537519,0.000039390696,0.00018376786,0.0048378026,0.0004928659,0.32149744,0.00041485264,0.51355815,0.0014018778],"about_ca_topic_score_codex":0.00004168442,"about_ca_topic_score_gemma":0.0000048035463,"teacher_disagreement_score":0.15348089,"about_ca_system_score_codex":0.00004947842,"about_ca_system_score_gemma":0.00011468121,"threshold_uncertainty_score":0.6138387},"labels":[],"label_agreement":null},{"id":"W2137419956","doi":"10.1517/17460441.2.10.1369","title":"Innovations in CNS drug discovery: differentiating strategies to treat depression","year":2007,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Disease; Drug discovery; Medicine; Antidepressant; Depression (economics); Drug development; Drug; Intensive care medicine; Bioinformatics; Psychiatry; Biology; Anxiety; Internal medicine","score_opus":0.022519818011815837,"score_gpt":0.33469094059839805,"score_spread":0.3121711225865822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137419956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98382974,0.0010792954,0.002447229,0.0025876823,0.0010433003,0.00089416007,0.000029973024,0.00018161745,0.007906997],"genre_scores_gemma":[0.9935979,0.00029419764,0.000598285,0.00078645523,0.0005274571,0.00011269817,0.0003468821,0.00007321274,0.0036628835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971859,0.000083899045,0.0006650918,0.0007597282,0.0007106617,0.0005947199],"domain_scores_gemma":[0.99855983,0.00030837566,0.00016575879,0.0007054363,0.00005739466,0.00020321079],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029365887,0.0004417688,0.0004944312,0.00069039076,0.00018957003,0.00024863426,0.00020511454,0.00012569936,0.00006773618],"category_scores_gemma":[0.00014628044,0.0003375389,0.00014671004,0.0006943663,0.000055229742,0.0014064863,0.0001781658,0.00034109762,0.000059579565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007448181,0.01038232,0.55533785,0.00035756244,0.0002517852,0.00040929756,0.0222912,0.0013717809,0.20893,0.015380688,0.0887897,0.08904965],"study_design_scores_gemma":[0.008408498,0.00048086458,0.8078372,0.003633236,0.000024123165,0.000029709101,0.010901,0.00015107966,0.15634166,0.0004948196,0.010681075,0.00101674],"about_ca_topic_score_codex":0.00048036847,"about_ca_topic_score_gemma":0.00018996207,"teacher_disagreement_score":0.25249937,"about_ca_system_score_codex":0.00039419168,"about_ca_system_score_gemma":0.00014107616,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W2143356310","doi":"10.1517/17460441.3.5.519","title":"DNA demethylation and cancer metastasis: therapeutic implications","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Metastasis; Cancer; DNA; Cancer research; Biology; DNA demethylation; Cancer metastasis; Computational biology; Medicine; DNA methylation; Genetics; Gene; Gene expression","score_opus":0.036663497027185396,"score_gpt":0.3213880848339462,"score_spread":0.2847245878067608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143356310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9241116,0.06768495,0.0048197974,0.0018315319,0.00043340187,0.00025240256,0.000045557757,0.000020908143,0.000799849],"genre_scores_gemma":[0.94381356,0.054413065,0.00020550577,0.00054736086,0.00032903932,0.00009708942,0.00015088389,0.000021750184,0.00042176692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916583,0.00007044739,0.00016847464,0.0003294835,0.00011616639,0.00014958644],"domain_scores_gemma":[0.99951977,0.000023925779,0.0000731942,0.00027907942,0.000044887252,0.000059166756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009487801,0.00013914672,0.00010771113,0.000049007886,0.00018239545,0.000029015628,0.000085527754,0.00007143913,0.000015440659],"category_scores_gemma":[0.000023038683,0.00012442541,0.000061714825,0.00007777205,0.0000675326,0.000015399377,0.000043789845,0.000053234213,0.000004638245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102430604,0.00016701968,0.011836861,0.000008867215,0.000120596655,4.5509856e-7,0.000465861,0.0004058385,0.9194558,0.0017213676,0.0036621208,0.062052768],"study_design_scores_gemma":[0.00063721003,0.00016901568,0.073517315,0.000021385982,0.0000070442316,0.0000041864887,0.00010468113,0.000089458284,0.6297238,0.0006302845,0.29472628,0.00036934044],"about_ca_topic_score_codex":0.000048503003,"about_ca_topic_score_gemma":0.000011775869,"teacher_disagreement_score":0.29106417,"about_ca_system_score_codex":0.000016353437,"about_ca_system_score_gemma":0.000057876536,"threshold_uncertainty_score":0.50739205},"labels":[],"label_agreement":null},{"id":"W2145030962","doi":"10.1517/17460441.2014.892071","title":"Fresh approaches to antidepressant drug discovery","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Treatment of Major Depression","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Antidepressant; Drug discovery; Neuroscience; Depression (economics); Expert opinion; Data science; Psychology; Engineering ethics; Medicine; Cognitive science; Bioinformatics; Computer science; Biology; Intensive care medicine","score_opus":0.12292290126326766,"score_gpt":0.3558185095687833,"score_spread":0.23289560830551564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145030962","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010917828,0.9842658,0.0002307689,0.0014512354,0.003713328,0.0034939207,0.00028305536,0.00033077356,0.006121921],"genre_scores_gemma":[0.00045570466,0.97430813,0.00042777625,0.0009049312,0.0032885282,0.0011125174,0.0021170236,0.0004064177,0.016978998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329275,0.0005685834,0.0014309753,0.0022472306,0.001484912,0.00097557355],"domain_scores_gemma":[0.9951817,0.00069646316,0.0006609167,0.0028000623,0.00004077764,0.000620077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00048873643,0.0016606699,0.004251994,0.0007882178,0.00023871614,0.00046813124,0.0008472876,0.00051317835,0.00013590672],"category_scores_gemma":[0.00025643012,0.0011320709,0.0017985702,0.0005011719,0.00015669517,0.00083551806,0.0006803499,0.00096290506,0.0010159506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003522103,0.001770976,0.00009493883,0.008835186,0.0007385779,0.00010872073,0.0004487493,0.000018995968,0.0000054393818,0.0012909415,0.39977816,0.5865571],"study_design_scores_gemma":[0.0012621147,0.00024534715,0.00007586449,0.05151061,0.00021630313,0.000079567086,0.00011658155,0.000008936601,0.00013499126,0.000028641341,0.9452182,0.0011028394],"about_ca_topic_score_codex":0.00013452038,"about_ca_topic_score_gemma":0.000010307257,"teacher_disagreement_score":0.5854543,"about_ca_system_score_codex":0.0005605914,"about_ca_system_score_gemma":0.0004700477,"threshold_uncertainty_score":0.9997619},"labels":[],"label_agreement":null},{"id":"W2145546535","doi":"10.1517/17460441.2014.891580","title":"The discovery and development of perampanel for the treatment of epilepsy","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perampanel; Epilepsy; AMPA receptor; Medicine; Pharmacology; Neuroscience; Psychology; Glutamate receptor; Receptor; Psychiatry; Internal medicine","score_opus":0.08168124580508403,"score_gpt":0.39689951403672613,"score_spread":0.3152182682316421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145546535","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015675616,0.9952762,0.0001920173,0.00040192663,0.00052886986,0.003135828,0.00015386246,0.0000112407,0.00014328593],"genre_scores_gemma":[0.00040003457,0.99438345,0.0002132536,0.00003337609,0.00040529398,0.0016806682,0.000419082,0.000060964503,0.0024038523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765044,0.00015880831,0.00088092725,0.00046910575,0.0004491723,0.00039153],"domain_scores_gemma":[0.99570507,0.0028157,0.00042233622,0.00085757585,0.00007178599,0.00012751592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003809511,0.00050545606,0.0016730083,0.00011472677,0.00030678333,0.00007978134,0.00023753384,0.00012667576,0.000009187467],"category_scores_gemma":[0.00010274981,0.0002042374,0.00069853704,0.000108950364,0.00030647288,0.00009207606,0.000069021,0.00014051165,0.000007842388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039540665,0.0008778899,0.000050473263,0.0028463465,0.0012016763,0.0000013808092,0.000858852,6.566318e-7,0.0000011752156,0.0007507054,0.0020756004,0.99093986],"study_design_scores_gemma":[0.001414718,0.0012996019,0.00011326318,0.0055585727,0.000119667566,0.000010775571,0.0003968667,0.000007692667,0.00013395012,0.000014094549,0.9907483,0.00018248717],"about_ca_topic_score_codex":0.000044271932,"about_ca_topic_score_gemma":0.000014305928,"teacher_disagreement_score":0.99075735,"about_ca_system_score_codex":0.00026777113,"about_ca_system_score_gemma":0.0008258354,"threshold_uncertainty_score":0.83285594},"labels":[],"label_agreement":null},{"id":"W2155796059","doi":"10.1517/17460441.2015.1037271","title":"Exploring open innovation with a patient focus in drug discovery: an evolving paradigm of patient engagement","year":2015,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Upstream (networking); Variety (cybernetics); Psychological intervention; Disease; Perspective (graphical); Medicine; Open innovation; Knowledge management; Psychology; Nursing; Computer science","score_opus":0.27275545569285403,"score_gpt":0.4336097268355808,"score_spread":0.16085427114272677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155796059","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27705166,0.0018193716,0.000067889705,0.0003956336,0.7054087,0.009787347,0.0013307595,0.00010069175,0.0040379674],"genre_scores_gemma":[0.63516694,0.005572237,0.0010033303,0.0020921752,0.29910716,0.022057712,0.03243771,0.0007041177,0.0018586218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98923206,0.0023458274,0.0029522837,0.0014262035,0.0027973852,0.0012462242],"domain_scores_gemma":[0.9940042,0.0012641207,0.0023694695,0.0014184718,0.00057190843,0.0003718644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026319649,0.00092377566,0.0013716324,0.0009313993,0.0006901012,0.00019658744,0.0009965101,0.00041779998,0.00008492034],"category_scores_gemma":[0.00036451366,0.00074864813,0.0001102098,0.0009950018,0.00009335683,0.004364663,0.0011319524,0.0021967965,0.00004377631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042084143,0.0026023781,0.0016580425,0.0015161214,0.00009077099,0.000019334399,0.0743825,0.0002620452,0.000011522479,0.0033893513,0.9055472,0.0063123186],"study_design_scores_gemma":[0.0055659628,0.0034989456,0.00017569112,0.020906877,0.000012238345,3.454192e-7,0.04170312,0.000068775844,0.0003637169,0.00061490666,0.9258517,0.0012377282],"about_ca_topic_score_codex":0.016521242,"about_ca_topic_score_gemma":0.0017001418,"teacher_disagreement_score":0.40630153,"about_ca_system_score_codex":0.0029943422,"about_ca_system_score_gemma":0.0032744955,"threshold_uncertainty_score":0.99949646},"labels":[],"label_agreement":null},{"id":"W2162577255","doi":"10.1517/17460441.2013.818976","title":"Small RNA drugs for prion disease: a new frontier","year":2013,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Disease; RNA; Neurodegeneration; Drug discovery; Medicine; Computational biology; Biology; Bioinformatics; Genetics; Gene; Internal medicine","score_opus":0.04783680253388438,"score_gpt":0.33156586371717306,"score_spread":0.28372906118328867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162577255","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017818724,0.9929158,0.002117327,0.00024134903,0.0018334931,0.0023641454,0.00031985834,0.00003594257,0.0001542512],"genre_scores_gemma":[0.0000080833815,0.9819042,0.0006565519,0.0005231859,0.0035407057,0.0012234885,0.0034365011,0.00015913624,0.008548125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997474,0.000148522,0.0005665983,0.0010594643,0.0002481241,0.00050327677],"domain_scores_gemma":[0.9980765,0.000058085392,0.00036779442,0.0009873083,0.00005114854,0.00045916767],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014616964,0.00070071773,0.00089759316,0.00011662868,0.0001515079,0.00024073306,0.00061951287,0.00034593034,0.00010112128],"category_scores_gemma":[0.00013954815,0.0005736215,0.0013026821,0.00009471001,0.000049107173,0.0000215879,0.00027638278,0.00018558114,0.000087214146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010430911,0.00008148239,4.0369272e-7,0.0012928515,0.0001351822,7.7637134e-7,0.000020617457,0.0000027685298,0.000038782215,0.00014104247,0.20795424,0.79022753],"study_design_scores_gemma":[0.0005207662,0.00010018065,0.0000010435239,0.004321238,0.000052163698,0.000001385812,0.000022551116,0.000008038758,0.00019902633,0.00010997193,0.9939191,0.00074454874],"about_ca_topic_score_codex":0.000039658586,"about_ca_topic_score_gemma":0.0000013640698,"teacher_disagreement_score":0.789483,"about_ca_system_score_codex":0.00008260909,"about_ca_system_score_gemma":0.0008258013,"threshold_uncertainty_score":0.9996715},"labels":[],"label_agreement":null},{"id":"W2208698052","doi":"10.1517/17460441.2016.1126243","title":"Models for erectile dysfunction and their importance to novel drug discovery","year":2015,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute; McMaster Children's Hospital","funders":"","keywords":"Drug discovery; Erectile dysfunction; Medicine; Animal model; Erectile function; Clinical trial; Neuroscience; Translational research; Bioinformatics; Drug development; Computational biology; Intensive care medicine; Drug; Pharmacology; Biology; Pathology","score_opus":0.12599328657298048,"score_gpt":0.3777839826195494,"score_spread":0.2517906960465689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208698052","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037225,0.97139883,0.012644768,0.00086540385,0.008542162,0.0031929093,0.0005699205,0.00023032019,0.0025184536],"genre_scores_gemma":[0.00007001996,0.96300465,0.00022566646,0.0026331076,0.0030386334,0.0017693065,0.0010885947,0.00019728206,0.027972728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963683,0.00009102334,0.0010021416,0.0014245599,0.00056247105,0.0005515192],"domain_scores_gemma":[0.99747795,0.00053123065,0.0004268521,0.0008845027,0.00025821646,0.00042122338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053517026,0.0010299596,0.0026102553,0.0005087777,0.00029747473,0.000252006,0.00017941026,0.00029588447,0.00004604888],"category_scores_gemma":[0.00025651816,0.000698412,0.000699845,0.0004915545,0.00010304427,0.0009398223,0.00020626033,0.00046558827,0.00009353295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001262563,0.00076825265,0.000011199619,0.0032485006,0.0006464133,0.000002692482,0.0012324818,0.000056303124,0.000007497287,0.0023222098,0.6148254,0.37561646],"study_design_scores_gemma":[0.0019555588,0.00044342343,0.0000054342518,0.0049249684,0.00010070556,0.00006465306,0.0017896238,0.000114677,0.000011187785,0.00012942163,0.98972404,0.0007363177],"about_ca_topic_score_codex":0.00007310786,"about_ca_topic_score_gemma":0.000017063794,"teacher_disagreement_score":0.3748986,"about_ca_system_score_codex":0.0005321674,"about_ca_system_score_gemma":0.00052533776,"threshold_uncertainty_score":0.9995467},"labels":[],"label_agreement":null},{"id":"W2255841639","doi":"10.1517/17460441.2016.1135125","title":"An overview of molecular hybrids in drug discovery","year":2016,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":333,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Drug discovery; Malaria; Computational biology; Drug; Tuberculosis; Medicine; Biology; Bioinformatics; Pharmacology; Immunology","score_opus":0.08351847320990698,"score_gpt":0.4445299868154026,"score_spread":0.36101151360549566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255841639","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020945557,0.99510247,0.000021460262,0.00037778076,0.0007139588,0.0017797707,0.00058658654,0.000040190178,0.0011683457],"genre_scores_gemma":[0.0007603265,0.99462986,0.000029351579,0.0002346769,0.0005198036,0.0005817545,0.00096550345,0.00014794889,0.002130762],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580866,0.00043212657,0.0010332529,0.0010377044,0.0010331521,0.00065507716],"domain_scores_gemma":[0.9974011,0.0002442806,0.00036231178,0.0016039205,0.00005388473,0.00033450144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003552802,0.00076406106,0.0026502348,0.00064320024,0.00004421246,0.00009979439,0.00045148103,0.00017663426,0.00019515984],"category_scores_gemma":[0.000078125144,0.00048849115,0.0011182841,0.00044797355,0.00017228023,0.00065814843,0.00018019036,0.00047072952,0.00011862887],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042780416,0.0020964853,0.000031401116,0.011705274,0.00051861326,0.00044773592,0.00018944262,0.0000016867566,0.000033897657,0.0033772378,0.011874027,0.9692964],"study_design_scores_gemma":[0.001691305,0.0004213798,0.000024474619,0.07769111,0.00004746965,0.000042348755,0.00005308842,0.0000012702027,0.0003917177,0.00009228206,0.9190754,0.00046815263],"about_ca_topic_score_codex":0.00076690345,"about_ca_topic_score_gemma":0.000038039663,"teacher_disagreement_score":0.96882826,"about_ca_system_score_codex":0.00092750177,"about_ca_system_score_gemma":0.0013635923,"threshold_uncertainty_score":0.9997567},"labels":[],"label_agreement":null},{"id":"W2431537761","doi":"10.1080/17460441.2016.1196183","title":"Simple animal models for amyotrophic lateral sclerosis drug discovery","year":2016,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institut National de la Recherche Scientifique; St. Michael's Hospital; Université de Montréal; Armand Frappier Museum","funders":"","keywords":"Drug discovery; Amyotrophic lateral sclerosis; Zebrafish; Chemical genetics; Computational biology; Biology; Neuroscience; Model organism; Computer science; Disease; Bioinformatics; Medicine; Genetics; Small molecule","score_opus":0.10550234827600195,"score_gpt":0.3801763797733106,"score_spread":0.2746740314973086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2431537761","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000632619,0.98787034,0.0004700037,0.0019446644,0.0017537745,0.0048364736,0.0016543529,0.00026282464,0.0005749766],"genre_scores_gemma":[0.0035692125,0.9742726,0.00014886227,0.00076418364,0.0045159333,0.002288019,0.0019062111,0.0005522533,0.01198269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919497,0.0004892027,0.0017817643,0.0022578267,0.0016793219,0.0018422245],"domain_scores_gemma":[0.99560845,0.0008634864,0.0006597414,0.0019821152,0.00021151498,0.00067469693],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006124839,0.0016528573,0.0039870823,0.0007061642,0.00042689766,0.0006729705,0.0010803677,0.0006935526,0.00032230094],"category_scores_gemma":[0.00018778743,0.0010507284,0.0026916424,0.0005330222,0.00037910786,0.002241659,0.0006838563,0.0010717446,0.00042966128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035185684,0.0018360881,0.000024614821,0.016128216,0.001858285,0.000079539896,0.0005610215,0.00004290115,0.00044053642,0.006875273,0.29499495,0.67364],"study_design_scores_gemma":[0.002705355,0.0006653484,0.00007368631,0.046051923,0.00011221864,0.000032287753,0.000030039426,0.00022194139,0.00005219609,0.00057276763,0.94807714,0.0014050807],"about_ca_topic_score_codex":0.00019678731,"about_ca_topic_score_gemma":0.000006048107,"teacher_disagreement_score":0.67223495,"about_ca_system_score_codex":0.0013935051,"about_ca_system_score_gemma":0.0011067139,"threshold_uncertainty_score":0.99962187},"labels":[],"label_agreement":null},{"id":"W2439386857","doi":"10.1080/17460441.2016.1193485","title":"Have microfluidics delivered for drug discovery?","year":2016,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Drug discovery; Drug; Computational biology; Microfluidics; Computer science; Data science; Medicine; Nanotechnology; Biology; Pharmacology; Bioinformatics; Materials science","score_opus":0.014665652820807307,"score_gpt":0.312794017698299,"score_spread":0.2981283648774917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439386857","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002546883,0.0129108885,0.0073721698,0.0008517891,0.97144,0.0012032117,0.003547992,0.0005327273,0.0018865159],"genre_scores_gemma":[0.0010167253,0.04910509,0.000384899,0.00014989379,0.9181695,0.0007517917,0.002803163,0.00058387214,0.027035056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99426234,0.00014644863,0.000906299,0.0012133358,0.002125721,0.001345831],"domain_scores_gemma":[0.99367845,0.004202235,0.00017733772,0.0013220694,0.00024328961,0.00037664588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008324564,0.0009791208,0.0009577077,0.00043264235,0.00023073096,0.00068214245,0.001582246,0.0010508026,0.0001225041],"category_scores_gemma":[0.001958415,0.0008007688,0.0006279903,0.00019083623,0.0003100737,0.0008571302,0.0004715504,0.0013277049,0.00031294563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022157106,0.00010016559,0.0000033547074,0.00035627832,0.0002001311,0.000007403911,0.0002787538,0.00003581476,0.002039175,0.00017369338,0.9895763,0.0070073535],"study_design_scores_gemma":[0.0015454479,0.00008429122,0.0000033662945,0.0016390424,0.0000073618353,8.2560877e-7,0.00010241392,0.00032271908,0.0150139155,0.0002385209,0.980016,0.001026077],"about_ca_topic_score_codex":0.00012809795,"about_ca_topic_score_gemma":0.0000116455785,"teacher_disagreement_score":0.053270508,"about_ca_system_score_codex":0.0010053816,"about_ca_system_score_gemma":0.0005208909,"threshold_uncertainty_score":0.9994443},"labels":[],"label_agreement":null},{"id":"W2467820898","doi":"10.1080/17460441.2016.1195365","title":"Applied metabolomics in drug discovery","year":2016,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; National Research Council Canada","funders":"","keywords":"Metabolomics; Drug discovery; Computational biology; Systems biology; Drug development; Drug; Computer science; Biochemical engineering; Biology; Bioinformatics; Pharmacology","score_opus":0.02250935666668227,"score_gpt":0.3157329268668118,"score_spread":0.29322357020012957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467820898","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013640602,0.98998666,0.00014281984,0.00015030176,0.0026329246,0.0009021139,0.00039103997,0.000026028654,0.0056317067],"genre_scores_gemma":[0.00032781964,0.988134,0.000112623595,0.0003538759,0.001960763,0.0005440352,0.0009267297,0.0001667563,0.0074733966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961292,0.00024293085,0.0010014877,0.0015094329,0.00037118798,0.0007457345],"domain_scores_gemma":[0.99793565,0.00013347392,0.000513335,0.0012602247,0.000031525014,0.00012579477],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004581688,0.0010236563,0.0021658738,0.0004165919,0.00012569272,0.00018770328,0.0008087964,0.00041443214,0.000034278186],"category_scores_gemma":[0.00011581652,0.0007174479,0.00088928576,0.00032570443,0.0001683684,0.00003437618,0.0006749595,0.0004094547,0.00010949935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041761913,0.00096342334,0.000015018688,0.0024060695,0.001529508,0.00001902891,0.0001980319,0.0000074455147,0.0024833535,0.03760108,0.1530086,0.80135083],"study_design_scores_gemma":[0.0006378608,0.000048630565,0.0000054003344,0.001807002,0.000027430346,0.000006161503,0.000078327896,2.4382064e-7,0.001111242,0.00013280056,0.99521446,0.00093044364],"about_ca_topic_score_codex":0.00003483793,"about_ca_topic_score_gemma":0.000029281324,"teacher_disagreement_score":0.8422059,"about_ca_system_score_codex":0.00014154974,"about_ca_system_score_gemma":0.00034048987,"threshold_uncertainty_score":0.99952763},"labels":[],"label_agreement":null},{"id":"W2585152746","doi":"10.1080/17460441.2017.1291628","title":"Applications of computer-aided approaches in the development of hepatitis C antiviral agents","year":2017,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Hepatitis C virus research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Cancer Foundation","keywords":"Druggability; Virtual screening; In silico; Hepatitis C virus; Drug discovery; Computational biology; Drug development; Antiviral drug; Hepatitis C; Drug; Bioinformatics; Medicine; Biology; Virology; Virus; Pharmacology; Genetics","score_opus":0.2706810383905778,"score_gpt":0.44886931827675725,"score_spread":0.17818827988617947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585152746","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014618572,0.9879741,0.0011483419,0.00010848139,0.0002755772,0.0034396662,0.00012702706,0.000015261843,0.006765359],"genre_scores_gemma":[0.0033422296,0.992843,0.0013121554,0.00004033916,0.00027771117,0.0010349732,0.00083510485,0.000047160804,0.00026733533],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693865,0.00036013452,0.0011011034,0.0004668253,0.00084852905,0.00028476087],"domain_scores_gemma":[0.9977967,0.00029508234,0.00060488674,0.0011882817,0.000054622793,0.00006043809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007181136,0.00034522405,0.0015799963,0.00041876125,0.00010605114,0.000051014984,0.00078811613,0.00017774767,0.000015480815],"category_scores_gemma":[0.00006902471,0.00022826897,0.0003789634,0.00028801925,0.00020985887,0.00015437814,0.00023511608,0.0004184784,0.00004216421],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013802915,0.0005807723,0.00039475886,0.0055635045,0.00011996116,0.000004477796,0.0012849658,2.7032453e-7,5.323176e-7,0.00029977772,0.0017843015,0.98995286],"study_design_scores_gemma":[0.00038022263,0.00007112913,0.00081202027,0.015590734,0.000014163716,0.0000031053487,0.00007357975,0.000032371856,0.00003245759,0.000009071948,0.98278475,0.00019642107],"about_ca_topic_score_codex":0.00019382105,"about_ca_topic_score_gemma":0.0000643613,"teacher_disagreement_score":0.98975646,"about_ca_system_score_codex":0.00017694168,"about_ca_system_score_gemma":0.00096729613,"threshold_uncertainty_score":0.93085384},"labels":[],"label_agreement":null},{"id":"W2773068270","doi":"10.1080/17460441.2018.1418319","title":"Binding modes of hERG blockers: an unsolved mystery in the drug design arena","year":2017,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"hERG; Cardiotoxicity; Drug; Pharmacology; Ion channel; Medicine; Potassium channel blocker; Chemistry; Potassium channel; Internal medicine; Toxicity; Receptor","score_opus":0.027687452222598833,"score_gpt":0.3252680302247338,"score_spread":0.29758057800213494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773068270","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09065989,0.009876444,0.00008917358,0.0020988148,0.8932427,0.0021465546,0.0003189803,0.00012049944,0.0014469328],"genre_scores_gemma":[0.25953427,0.0089140115,0.00015147706,0.00038056122,0.72609854,0.00028860156,0.001881057,0.0001495908,0.0026019104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965264,0.00069932005,0.00058854435,0.0007812767,0.00088683364,0.0005176225],"domain_scores_gemma":[0.99641883,0.001368631,0.0004994014,0.0015213779,0.00009717594,0.00009455809],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008660219,0.0005588277,0.0011803746,0.00032342985,0.0002334297,0.00011605297,0.0005975996,0.00060792326,0.000016432052],"category_scores_gemma":[0.0005065106,0.0003847014,0.00047134826,0.00013934524,0.00027340476,0.00044018557,0.00009869272,0.0013040851,0.000021500264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021157083,0.00035891103,0.000012094024,0.00012089823,0.00017024668,0.00020956057,0.002459125,0.00019216216,0.002067718,0.000056674005,0.99145186,0.0007850427],"study_design_scores_gemma":[0.0089809485,0.0026048096,0.00024389682,0.010926644,0.00015114619,0.00011241575,0.006375732,0.0005215731,0.0262273,0.0005113814,0.9411558,0.0021883657],"about_ca_topic_score_codex":0.0002289369,"about_ca_topic_score_gemma":0.000017544113,"teacher_disagreement_score":0.16887438,"about_ca_system_score_codex":0.00018102527,"about_ca_system_score_gemma":0.0007403506,"threshold_uncertainty_score":0.99986047},"labels":[],"label_agreement":null},{"id":"W2790353748","doi":"10.1080/17460441.2018.1455660","title":"Overcoming problems of poor drug penetration into bacteria: challenges and strategies for medicinal chemists","year":2018,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Javna Agencija za Raziskovalno Dejavnost RS; McMaster University","keywords":"Bacteria; Efflux; Drug; Liposome; Drug discovery; Expert opinion; Bacterial cell structure; Penetration (warfare); Biochemical engineering; Chemistry; Nanotechnology; Biology; Biotechnology; Pharmacology; Computational biology; Medicine; Biochemistry; Materials science; Intensive care medicine; Operations research","score_opus":0.03805786430964293,"score_gpt":0.33441733562092196,"score_spread":0.29635947131127904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790353748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019585842,0.99560696,0.00013501152,0.000094104435,0.0008347127,0.0007906987,0.000069548565,0.000011546977,0.0004988543],"genre_scores_gemma":[0.003621517,0.9930171,0.0004877015,0.000034520428,0.0014357107,0.000118262295,0.0009007846,0.00007247099,0.00031192752],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980158,0.00010467574,0.0006453158,0.0007644062,0.0002060665,0.0002637282],"domain_scores_gemma":[0.9987219,0.00008218969,0.0005472779,0.0004911786,0.00008507491,0.00007237682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031408222,0.00048512628,0.00092350564,0.00007552136,0.00007865665,0.00009197157,0.00030772702,0.00033276275,0.000007995657],"category_scores_gemma":[0.00008040489,0.0003938528,0.00026282776,0.000043826964,0.00024782636,0.000037606147,0.0001323584,0.00011379519,0.0000018306389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009831964,0.00073445094,0.000014828441,0.09815255,0.0013659039,0.0000038053495,0.0037399742,0.0000024015517,0.058403824,0.0072224997,0.03559555,0.79378104],"study_design_scores_gemma":[0.00040892302,0.0002747984,0.000018824832,0.011537418,0.0000330054,0.000010481373,0.00056453876,0.0000024592182,0.004117725,0.00015369122,0.98240286,0.0004752844],"about_ca_topic_score_codex":0.000022909624,"about_ca_topic_score_gemma":0.00003747573,"teacher_disagreement_score":0.9468073,"about_ca_system_score_codex":0.000045667923,"about_ca_system_score_gemma":0.00033445802,"threshold_uncertainty_score":0.99985135},"labels":[],"label_agreement":null},{"id":"W2790580186","doi":"10.1080/17460441.2018.1455659","title":"Evolving models of collaborative drug discovery: managing intellectual capital assets","year":2018,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drug discovery; Business; Intellectual capital; Drug; Knowledge management; Data science; Computer science; Finance; Pharmacology; Medicine; Bioinformatics; Biology","score_opus":0.17801551159691334,"score_gpt":0.4871169826697052,"score_spread":0.30910147107279184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790580186","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007339903,0.018892461,0.0057306555,0.0008455062,0.9512699,0.0011021626,0.002897228,0.00008383122,0.011838332],"genre_scores_gemma":[0.19374532,0.04139206,0.00086987583,0.00026315017,0.70834076,0.00023625318,0.0014210398,0.00036058907,0.053370968],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9683738,0.0011065948,0.0021875843,0.0028420864,0.024127372,0.0013625615],"domain_scores_gemma":[0.9539139,0.03375155,0.0016536776,0.0026125177,0.007490924,0.0005773958],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","scholarly_communication","open_science"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.013983241,0.0009774215,0.0017741545,0.0438259,0.0005954439,0.009475886,0.0061945887,0.0007417792,0.00059217424],"category_scores_gemma":[0.07349611,0.00072583166,0.0007465048,0.071648724,0.0008769929,0.006790853,0.003027661,0.0015264458,0.0004162289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002872546,0.00037647955,0.000042238495,0.000027980885,0.000117880976,0.000011991725,0.004713071,0.00028274732,0.00004885447,0.0005865214,0.99039036,0.0031146246],"study_design_scores_gemma":[0.0012681903,0.00061734614,0.000047756246,0.00069129746,0.000009363895,0.0000015424495,0.0091177,0.008599212,0.0016466912,0.008474241,0.9681893,0.0013373676],"about_ca_topic_score_codex":0.0007470938,"about_ca_topic_score_gemma":0.00007627634,"teacher_disagreement_score":0.24292918,"about_ca_system_score_codex":0.00091085146,"about_ca_system_score_gemma":0.002747354,"threshold_uncertainty_score":0.9995193},"labels":[],"label_agreement":null},{"id":"W2902568946","doi":"10.1080/17460441.2019.1546690","title":"Closed-loop discovery platform integration is needed for artificial intelligence to make an impact in drug discovery","year":2018,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research","funders":"","keywords":"Drug discovery; Computer science; Drug; Data science; Computational biology; Artificial intelligence; Biology; Bioinformatics; Pharmacology","score_opus":0.05998729533769747,"score_gpt":0.40002505383555137,"score_spread":0.3400377584978539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902568946","genre_codex":"methods","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011962208,0.00039705797,0.5211486,0.0015694817,0.46024173,0.0024071685,0.001807578,0.00025463992,0.00021153459],"genre_scores_gemma":[0.050817084,0.0014176393,0.037780676,0.004347212,0.8862378,0.0027420197,0.009824596,0.0008121625,0.006020807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98779714,0.00073632895,0.0025443714,0.0039364817,0.0031958339,0.0017898337],"domain_scores_gemma":[0.989561,0.0050315144,0.0010664983,0.003101567,0.00064189534,0.0005975121],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0028329636,0.0019939584,0.0018901257,0.002044259,0.00053216226,0.0063977065,0.0047071306,0.0009948268,0.000038040438],"category_scores_gemma":[0.0021421837,0.001800521,0.0011990771,0.0020458975,0.00030010435,0.012615666,0.0014615027,0.0016366044,0.00015474876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023930578,0.0013581758,0.0000071133877,0.00010741114,0.00015476817,0.000018965377,0.008222582,0.011587354,0.00023060884,0.029615967,0.8798513,0.06645269],"study_design_scores_gemma":[0.002875555,0.0057070083,0.00029630828,0.0061490764,0.00006629108,0.000021198808,0.00801515,0.23640637,0.046379246,0.16111407,0.52179337,0.0111763375],"about_ca_topic_score_codex":0.0029925406,"about_ca_topic_score_gemma":0.0013636961,"teacher_disagreement_score":0.48336792,"about_ca_system_score_codex":0.0022843687,"about_ca_system_score_gemma":0.0028854061,"threshold_uncertainty_score":0.99928033},"labels":[],"label_agreement":null},{"id":"W2916233662","doi":"10.1080/17460441.2019.1582637","title":"How to utilize academic research efforts in cancer drug discovery","year":2019,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"European Lead Factory; Université du Québec à Trois-Rivières","keywords":"Drug discovery; Cancer drugs; Cancer; Drug; Data science; Medicine; Computer science; Biology; Pharmacology; Bioinformatics; Genetics","score_opus":0.06922769342328207,"score_gpt":0.43004663058155196,"score_spread":0.3608189371582699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916233662","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034034331,0.010422624,0.012648953,0.015990544,0.9529353,0.002629605,0.0006002352,0.00026849014,0.0011008112],"genre_scores_gemma":[0.011217995,0.018400671,0.0034644075,0.0020102956,0.9003228,0.002651375,0.0010500081,0.000519069,0.06036339],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833763,0.0024045322,0.0013505691,0.004011054,0.006692989,0.0021645422],"domain_scores_gemma":[0.9843461,0.010893923,0.0005551943,0.0031252673,0.0005605714,0.00051893876],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004937359,0.0013817566,0.0016650752,0.0024762647,0.00036138252,0.003512255,0.006463046,0.0011564868,0.000025634417],"category_scores_gemma":[0.0032008835,0.0013099606,0.0005895091,0.0028955513,0.00026065746,0.006836286,0.0040801396,0.005503128,0.00028411823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002837973,0.00027378695,0.000053861106,0.00015650176,0.000061014725,0.000036937043,0.0022872493,0.00996589,0.00007043312,0.007982554,0.9698485,0.008979433],"study_design_scores_gemma":[0.0011731881,0.00017043336,0.00023672519,0.00274841,0.000003284869,0.0000025509153,0.00030644756,0.003935876,0.000749879,0.0028626162,0.9862366,0.001574026],"about_ca_topic_score_codex":0.0017720594,"about_ca_topic_score_gemma":0.0002464267,"teacher_disagreement_score":0.05926258,"about_ca_system_score_codex":0.002936343,"about_ca_system_score_gemma":0.0045833113,"threshold_uncertainty_score":0.9998933},"labels":[],"label_agreement":null},{"id":"W3006453143","doi":"10.1080/17460441.2020.1722639","title":"An overview of drug discovery efforts for eczema: why is this itch so difficult to scratch?","year":2020,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Dupilumab; Atopic dermatitis; Dermatology; Clinical trial; Quality of life (healthcare); Drug; Tolerability; Calcineurin; Intensive care medicine; Pharmacology; Adverse effect; Internal medicine; Transplantation","score_opus":0.06141833360421951,"score_gpt":0.39252411693987804,"score_spread":0.33110578333565854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006453143","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009956306,0.9865517,0.00012741954,0.004704289,0.0023303998,0.0037752495,0.0017962796,0.00013871671,0.00047640555],"genre_scores_gemma":[0.00024752173,0.9770203,0.0001582012,0.014782366,0.0013058258,0.0010468016,0.0029036999,0.0002248825,0.0023103605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948575,0.00033897054,0.001622935,0.0015989876,0.00085027964,0.0007313265],"domain_scores_gemma":[0.9961554,0.0006301518,0.0007094698,0.0016623073,0.00017603564,0.00066665164],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026375777,0.0012302976,0.004475944,0.00041707148,0.00024612946,0.00023273044,0.0007776367,0.00042626914,0.0002768839],"category_scores_gemma":[0.0003258747,0.00091019436,0.0020411308,0.00069222826,0.00023263184,0.0008580614,0.00026968232,0.00054719637,0.00018756978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005177716,0.0013072535,0.00004726409,0.020856243,0.0005948506,0.00007503151,0.0012852394,0.0000021623043,0.0000044852623,0.0008137039,0.88571936,0.088776626],"study_design_scores_gemma":[0.0011082189,0.00021849874,0.00002410676,0.032084174,0.00037740916,0.000050081988,0.00022861152,0.000013278083,0.0001542958,0.00009284161,0.9647589,0.00088962005],"about_ca_topic_score_codex":0.000107212916,"about_ca_topic_score_gemma":0.000013459841,"teacher_disagreement_score":0.087887004,"about_ca_system_score_codex":0.0002149915,"about_ca_system_score_gemma":0.0011941748,"threshold_uncertainty_score":0.9993349},"labels":[],"label_agreement":null},{"id":"W3091550837","doi":"10.1080/17460441.2020.1822815","title":"Disentangling the fibrous microenvironment: designer culture models for improved drug discovery","year":2020,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Drug discovery; Function (biology); Computer science; 3D cell culture; Pipeline (software); Computational biology; Biochemical engineering; Biology; Bioinformatics; Cell culture; Engineering; Cell biology","score_opus":0.04116133708106083,"score_gpt":0.3189548793465965,"score_spread":0.27779354226553565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091550837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000313853,0.9820303,0.011049685,0.00067187153,0.0023345598,0.002636843,0.00062248524,0.0002773604,0.00037376702],"genre_scores_gemma":[0.000067668036,0.99192154,0.0006474413,0.00027638915,0.0021028046,0.0012664133,0.0008589514,0.00036652668,0.0024922534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960547,0.00024809307,0.00094512675,0.0010634724,0.0007147933,0.00097383454],"domain_scores_gemma":[0.9973846,0.0010065036,0.00021247604,0.001078141,0.000022610726,0.000295636],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041916262,0.0010455007,0.0015262733,0.00015599706,0.00030807056,0.0007000591,0.0015093822,0.00037220848,0.000027882497],"category_scores_gemma":[0.00016885155,0.00066372287,0.0011765324,0.00036379293,0.00022846278,0.00073684123,0.0005041616,0.0012341583,0.00009400595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088860004,0.00018589677,4.2094544e-7,0.009940932,0.0007699901,0.000015274696,0.001581551,0.0024845742,0.00010783229,0.0009539805,0.21739085,0.76647985],"study_design_scores_gemma":[0.00034468525,0.000045592104,9.046959e-8,0.0061277314,0.00004500744,0.0000075701514,0.00016804085,0.01620873,0.00015759461,0.00020461799,0.9759082,0.0007821217],"about_ca_topic_score_codex":0.000011389477,"about_ca_topic_score_gemma":0.0000015995911,"teacher_disagreement_score":0.7656977,"about_ca_system_score_codex":0.00066080806,"about_ca_system_score_gemma":0.00017628705,"threshold_uncertainty_score":0.9995814},"labels":[],"label_agreement":null},{"id":"W3113149034","doi":"10.1080/17460441.2021.1858794","title":"Are academia–pharma partnerships essential for novel drug discovery in the time of the COVID-19 pandemic?","year":2020,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Drug discovery; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Outbreak; Data science; Virology; Political science; Biology; Medicine; Computer science; Bioinformatics; Infectious disease (medical specialty); Disease","score_opus":0.5701094509882508,"score_gpt":0.5489554955687028,"score_spread":0.02115395541954801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113149034","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4585134,0.004774232,0.0004759987,0.5244844,0.004453853,0.003833488,0.0024103601,0.00017268996,0.00088160584],"genre_scores_gemma":[0.8155766,0.00096605695,0.000010599049,0.18037699,0.0018151731,0.00030648374,0.00009555608,0.00003959629,0.00081293227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569565,0.0015335081,0.0008183169,0.0006840971,0.0005011365,0.00076729176],"domain_scores_gemma":[0.9956548,0.0028361888,0.0005327998,0.0004004494,0.000056082932,0.00051964],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017408199,0.00043745217,0.00054450723,0.000076183715,0.0005260786,0.00007912777,0.0013024992,0.00074085844,0.00035040925],"category_scores_gemma":[0.0010799724,0.00028631443,0.00039037594,0.000497767,0.00053161243,0.0005795571,0.00026793254,0.0036649562,0.0000450694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008335486,0.0021116203,0.053567346,0.0008151933,0.00033663074,0.000027883227,0.023777328,0.004236658,0.032926816,0.01312049,0.85946244,0.0012820832],"study_design_scores_gemma":[0.0055520334,0.0000932558,0.0014393477,0.00012426183,0.000047759593,0.000020458394,0.0049606347,0.0040991553,0.027789539,0.00044191084,0.95488024,0.00055141636],"about_ca_topic_score_codex":0.000036046204,"about_ca_topic_score_gemma":0.000019211662,"teacher_disagreement_score":0.3570632,"about_ca_system_score_codex":0.00019484392,"about_ca_system_score_gemma":0.00044194676,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W3139262891","doi":"10.1080/17460441.2021.1909566","title":"Analysis of the SARS-CoV-2-host protein interaction network reveals new biology and drug candidates: focus on the spike surface glycoprotein and RNA polymerase","year":2021,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"Institut de Recherche Clinique De Montréal","keywords":"Biology; Spike (software development); Glycoprotein; Drug target; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computational biology; Host (biology); Spike Protein; Focus (optics); Drug; Virology; Drug discovery; Surface protein; Coronavirus disease 2019 (COVID-19); Cell biology; Bioinformatics; Genetics; Infectious disease (medical specialty); Biochemistry; Medicine; Computer science; Pharmacology; Disease","score_opus":0.05439770710807453,"score_gpt":0.3919772005948935,"score_spread":0.337579493486819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139262891","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037962973,0.95546025,0.00002210583,0.0026715943,0.0005836797,0.002718356,0.00012497629,0.000029919389,0.00042611954],"genre_scores_gemma":[0.020485548,0.9675665,0.00002735361,0.009603963,0.0010695908,0.0003543496,0.00014478854,0.00012327624,0.0006246366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558806,0.0012603812,0.000957034,0.0010540417,0.00059298624,0.0005474753],"domain_scores_gemma":[0.99669826,0.0010758358,0.0006795156,0.0013830955,0.00008662878,0.00007664755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000835693,0.000703078,0.002343704,0.00036907883,0.00024980665,0.0001848213,0.00040122995,0.0003182409,0.000026631991],"category_scores_gemma":[0.00044590453,0.000380137,0.0008439631,0.0016711155,0.00031064916,0.00016721463,0.00042237766,0.0009974401,0.000011120026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029231026,0.0013986434,0.0020526093,0.0071103205,0.011939552,0.00016593738,0.003060868,0.000011974355,0.023495862,0.0069994032,0.07015315,0.87068856],"study_design_scores_gemma":[0.00079272786,0.0002703788,0.00004199366,0.022342987,0.00053506106,0.00003465406,0.00026614324,0.00006630762,0.017487371,0.00009247021,0.95754284,0.00052704883],"about_ca_topic_score_codex":0.0050055687,"about_ca_topic_score_gemma":0.00031090388,"teacher_disagreement_score":0.8873897,"about_ca_system_score_codex":0.00025181373,"about_ca_system_score_gemma":0.0008277954,"threshold_uncertainty_score":0.99986506},"labels":[],"label_agreement":null},{"id":"W4292200036","doi":"10.1517/17460440903544456","title":"High-content screening for the discovery of pharmacological compounds: advantages, challenges and potential benefits of recent technological developments","year":2010,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"","keywords":"Humanities; Library science; Biological sciences; Art; Biology; Biotechnology; Computer science","score_opus":0.04017356457171891,"score_gpt":0.3109126498199946,"score_spread":0.2707390852482757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292200036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757313,0.01540518,0.0061095213,0.0015884107,0.00030192264,0.00065069424,0.000049996495,0.000031420972,0.00013151116],"genre_scores_gemma":[0.9151407,0.08115672,0.0030760285,0.00016355322,0.00014793246,0.000101201025,0.00012783367,0.00001668312,0.00006933376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987807,0.000048588634,0.00035075503,0.0004173958,0.0002027926,0.00019972838],"domain_scores_gemma":[0.9992421,0.00009142051,0.00020744118,0.00032484956,0.0000981403,0.000035997575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030325694,0.00020075665,0.0002794119,0.00006464932,0.000086257875,0.000029819921,0.00032731367,0.00015650706,0.000007339069],"category_scores_gemma":[0.00012587014,0.00013187031,0.00013627013,0.000054172666,0.00031391418,0.00002874041,0.0003107984,0.00015723557,2.1739535e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042974553,0.0003010224,0.00013263215,0.000012440853,0.00019697695,6.1008353e-7,0.0000421861,0.000025613372,0.9242254,0.0012963127,0.0009560768,0.07238098],"study_design_scores_gemma":[0.000770792,0.0002567563,0.0049646767,0.00003785504,0.000020309213,0.0000058748706,0.0004237097,0.000031476062,0.9737815,0.00007189982,0.019438777,0.00019634332],"about_ca_topic_score_codex":0.000014477656,"about_ca_topic_score_gemma":0.000011405045,"teacher_disagreement_score":0.072184645,"about_ca_system_score_codex":0.000008439448,"about_ca_system_score_gemma":0.000026004986,"threshold_uncertainty_score":0.5377515},"labels":[],"label_agreement":null},{"id":"W4311367297","doi":"10.1080/17460441.2022.2155630","title":"A comprehensive update of siRNA delivery design strategies for targeted and effective gene silencing in gene therapy and other applications","year":2022,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Gene silencing; Genetic enhancement; Computational biology; Gene; RNA interference; Biology; Gene targeting; Gene delivery; Genetics; Bioinformatics; Medicine; RNA","score_opus":0.05998662120675698,"score_gpt":0.33768404142625097,"score_spread":0.277697420219494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311367297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011784692,0.98365414,0.0020396197,0.000008528555,0.000146862,0.0019912685,0.00035091458,0.0000070202664,0.000016973987],"genre_scores_gemma":[0.003012385,0.9934858,0.00039136646,0.0002378394,0.0001693051,0.0020633847,0.0005655806,0.000051988907,0.000022351845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844164,0.00025058576,0.00038339922,0.00061438855,0.00010819192,0.0002017885],"domain_scores_gemma":[0.999161,0.0001889136,0.00024682653,0.00031844806,0.00004222785,0.000042591382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013813993,0.00036307852,0.0006866789,0.00014747313,0.00008710207,0.00005095395,0.00019619681,0.0001649212,0.000009962884],"category_scores_gemma":[0.000009534339,0.00031276717,0.00019031443,0.00010456257,0.0000966318,0.00001904715,0.00012850338,0.00013366203,8.5627346e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008550413,0.0003591451,0.000007463348,0.0019314412,0.00075430895,0.00000321413,0.0008145257,0.00039585118,0.0842889,0.00022868969,0.0019231493,0.90843827],"study_design_scores_gemma":[0.0007335025,0.0007207684,0.000009019443,0.00072914467,0.000021354763,0.000013726775,0.0006682765,0.00003771305,0.033988304,0.00010014187,0.9624544,0.00052368693],"about_ca_topic_score_codex":0.000058758564,"about_ca_topic_score_gemma":0.0000031553957,"teacher_disagreement_score":0.96053123,"about_ca_system_score_codex":0.000034182875,"about_ca_system_score_gemma":0.00019549046,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W4366083833","doi":"10.1080/17460441.2023.2199979","title":"Open resources for chemical probes and their implications for future drug discovery","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Protein Degradation and Inhibitors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; Kungliga Tekniska Högskolan; European Commission; European Federation of Pharmaceutical Industries and Associations; Ontario Institute for Cancer Research; Diamond Light Source; McGill University","keywords":"Drug discovery; Identification (biology); Computer science; Drug development; Data science; Computational biology; Expert opinion; Mechanism (biology); Chemical genetics; Phenotypic screening; Function (biology); Nanotechnology; Biochemical engineering; Biology; Drug; Bioinformatics; Small molecule; Medicine; Pharmacology; Phenotype; Engineering; Genetics","score_opus":0.04639980926559484,"score_gpt":0.36159053606186053,"score_spread":0.3151907267962657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366083833","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015894823,0.9897417,0.0004796926,0.001900176,0.00094583625,0.0043981676,0.0021862306,0.00004084006,0.00014840464],"genre_scores_gemma":[0.000050264145,0.9778076,0.00026064014,0.0003793856,0.0034764828,0.0058280453,0.006342193,0.0001404911,0.0057149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794865,0.000089736364,0.00052943104,0.0010096759,0.00008628642,0.00033621464],"domain_scores_gemma":[0.998628,0.00016482071,0.00031994816,0.0007209069,0.00005921123,0.00010711847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027109587,0.0005243644,0.0008130618,0.00009611579,0.00024246676,0.00052457163,0.0008537428,0.00033322652,0.0000023641855],"category_scores_gemma":[0.00015320917,0.00037401216,0.00053365127,0.00013594954,0.00010283596,0.000055193595,0.0006239007,0.00015676106,0.000004326714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002328373,0.00027189878,0.0000025698125,0.003887093,0.00039797954,1.3332267e-7,0.00038966554,9.243697e-7,0.0014864035,0.0051223636,0.5235146,0.4646935],"study_design_scores_gemma":[0.0004450648,0.00009100262,0.0000017197527,0.0018600925,0.000016305376,0.0000043352934,0.00030320286,0.0000021578787,0.0032465835,0.00031269997,0.99321693,0.00049991545],"about_ca_topic_score_codex":0.00001238234,"about_ca_topic_score_gemma":0.000008390412,"teacher_disagreement_score":0.46970227,"about_ca_system_score_codex":0.00004465842,"about_ca_system_score_gemma":0.00023780017,"threshold_uncertainty_score":0.9998712},"labels":[],"label_agreement":null},{"id":"W4383873197","doi":"10.1080/17460441.2023.2234280","title":"3D bioprinting for organ and organoid models and disease modeling","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Michael Smith Health Research BC; Stem Cell Network","keywords":"Organoid; Computational biology; Computer science; 3D bioprinting; Biology; Neuroscience; Medicine; Biomedical engineering","score_opus":0.1093310703183583,"score_gpt":0.3754002964325421,"score_spread":0.26606922611418377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383873197","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053205327,0.98177487,0.015554254,0.000118455835,0.0008836519,0.00095549267,0.00012604412,0.00043516187,0.00009885623],"genre_scores_gemma":[0.00013746232,0.9972541,0.00074338896,0.000035958838,0.0006534793,0.00035096222,0.00018767598,0.00028245663,0.00035456542],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99763304,0.00006280108,0.0005823846,0.0007155218,0.0004309416,0.00057528884],"domain_scores_gemma":[0.99833804,0.00062240177,0.00006837922,0.0004645387,0.000037117316,0.00046951737],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004773057,0.00052509765,0.00092885643,0.00038055918,0.00016176466,0.00032000747,0.00033295946,0.00022910823,0.000009903625],"category_scores_gemma":[0.000538153,0.00045115352,0.00018893828,0.00032532087,0.00009183044,0.00030059327,0.0004208777,0.00047415082,0.000029892193],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018097637,0.000048645677,0.0000014150719,0.035519976,0.00024819974,0.000010575445,0.00034485108,0.005186651,0.000008638906,0.0018836607,0.0040417793,0.9526875],"study_design_scores_gemma":[0.0002823126,0.000017727863,3.3250237e-7,0.01840935,0.00002726301,0.0000040593654,0.0000624704,0.49254555,0.0000065051468,0.00095378916,0.48694888,0.0007417713],"about_ca_topic_score_codex":0.000015238258,"about_ca_topic_score_gemma":7.6179606e-7,"teacher_disagreement_score":0.9519457,"about_ca_system_score_codex":0.0001320216,"about_ca_system_score_gemma":0.00017688789,"threshold_uncertainty_score":0.999794},"labels":[],"label_agreement":null},{"id":"W4386306196","doi":"10.1080/17460441.2023.2251400","title":"Applications of machine learning in microbial natural product drug discovery","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Discovery Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Weston Family Foundation","keywords":"Drug discovery; Business process discovery; Chemical space; Computer science; Natural product; Process (computing); Artificial intelligence; Machine learning; Biochemical engineering; Computational biology; Data science; Biology; Bioinformatics; Engineering; Work in process","score_opus":0.02813201569267489,"score_gpt":0.3281669745174177,"score_spread":0.30003495882474285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386306196","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015069827,0.9932196,0.000004152142,0.001412147,0.0017378897,0.00283964,0.0003167578,0.00014316918,0.0001759549],"genre_scores_gemma":[0.0016254075,0.9698688,0.00007761182,0.00016319113,0.002111164,0.00009770701,0.002397191,0.00017416678,0.023484776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597144,0.0003169898,0.0013533103,0.0013255527,0.00048773448,0.0005449632],"domain_scores_gemma":[0.99777836,0.00038222206,0.0006972341,0.000953537,0.000085029715,0.00010362704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055720087,0.0008011026,0.002511119,0.00085200823,0.00012993738,0.00011807374,0.00049743656,0.00019938409,0.000049494945],"category_scores_gemma":[0.00040170495,0.0005592645,0.0009102335,0.0013088571,0.00017921826,0.00041584295,0.00031131826,0.0015624954,0.00014037022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003638379,0.0010115467,0.000023555242,0.02365752,0.00047564445,0.00003076906,0.00043969988,0.0000072651396,0.0017632876,0.00035075485,0.04941991,0.9224562],"study_design_scores_gemma":[0.00046739558,0.000046426263,0.000010271031,0.021873754,0.00007612993,0.0000399097,0.00007093728,0.0000055605788,0.0016488269,0.000008313977,0.9751701,0.0005824271],"about_ca_topic_score_codex":0.0005170465,"about_ca_topic_score_gemma":0.00006956252,"teacher_disagreement_score":0.92575014,"about_ca_system_score_codex":0.00032662766,"about_ca_system_score_gemma":0.0005317612,"threshold_uncertainty_score":0.9996859},"labels":[],"label_agreement":null},{"id":"W4387660978","doi":"10.1080/17460441.2023.2267974","title":"Drugs targeting the particle for arrangement of quaternary structure (PAQosome) and protein complex assembly","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Computational biology; Protein quaternary structure; Protein structure; Nanotechnology; Biology; Chemistry; Cell biology; Genetics; Biochemistry; Materials science; Gene; Protein subunit","score_opus":0.070275487291305,"score_gpt":0.3861997716142085,"score_spread":0.3159242843229035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387660978","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006615616,0.98853344,0.0001258465,0.00046422653,0.00023992463,0.0035464864,0.00041909126,0.000017316564,0.000038082337],"genre_scores_gemma":[0.004968191,0.99081665,0.00015134506,0.000073987925,0.0007662407,0.001162377,0.0009472656,0.0001025963,0.0010113335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786896,0.00031604854,0.000517958,0.00056968926,0.00034495414,0.000382411],"domain_scores_gemma":[0.9989849,0.00010836994,0.00021365673,0.0005565112,0.00005854785,0.000078040706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045390156,0.0003417427,0.00062498456,0.000046950776,0.00015263984,0.000082551654,0.0004246175,0.0001845066,0.000011251533],"category_scores_gemma":[0.00016895149,0.0002198789,0.0002801014,0.00012935867,0.00011347833,0.000010387751,0.0003746104,0.00019376281,0.0000061063583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005172551,0.0003765487,0.000015585634,0.02576491,0.0012446055,0.000006103328,0.0011408781,0.000036291178,0.14775296,0.0011266794,0.076654516,0.74536365],"study_design_scores_gemma":[0.0003148254,0.0002187936,0.000002322241,0.0022681432,0.00000926419,0.0000017351883,0.00020122419,0.00007073048,0.019323008,0.000033623146,0.9772858,0.00027052956],"about_ca_topic_score_codex":0.000055701625,"about_ca_topic_score_gemma":0.0000056607196,"teacher_disagreement_score":0.9006313,"about_ca_system_score_codex":0.000039355295,"about_ca_system_score_gemma":0.00018513911,"threshold_uncertainty_score":0.8966402},"labels":[],"label_agreement":null},{"id":"W4392597434","doi":"10.1080/17460441.2024.2322990","title":"Molecular hybridization: a powerful tool for multitarget drug discovery","year":2024,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Histone Deacetylase Inhibitors Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto Nacional de Ciência e Tecnologia de Fármacos e Medicamentos; Ministry of Health, British Columbia; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Drug discovery; Pharmacophore; Computational biology; Disease; Biology; Drug; Bioinformatics; Neuroscience; Medicine; Pharmacology; Pathology","score_opus":0.010093436562879953,"score_gpt":0.3078279918440096,"score_spread":0.29773455528112963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392597434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9136817,0.033645134,0.036983185,0.004801223,0.006010627,0.0017718385,0.00082196575,0.00018023133,0.002104135],"genre_scores_gemma":[0.97578895,0.0017440193,0.00051998475,0.0010129022,0.0019708723,0.0003564512,0.0021577885,0.0001604732,0.01628857],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99756056,0.00012298406,0.00037652548,0.0009696365,0.00046601967,0.0005042523],"domain_scores_gemma":[0.9989544,0.00009006818,0.00005501736,0.00068516785,0.00009683182,0.000118525044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031283437,0.0003595855,0.00024599253,0.00016594151,0.00014701532,0.00041807318,0.00034808024,0.00013510528,0.00003688837],"category_scores_gemma":[0.00024040563,0.0003349098,0.0003766367,0.00021182,0.00012831674,0.000085462416,0.00019170246,0.00019525684,0.00011217198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040076405,0.0002661256,0.000023353941,0.00011808829,0.00013511626,0.000035484576,0.00035069406,0.00093223696,0.4925289,0.002637053,0.50092566,0.001646526],"study_design_scores_gemma":[0.00047699088,0.00013681944,0.000009764822,0.00013629388,0.0000026970504,0.000009515872,0.00010946497,0.0007820716,0.53316647,0.00005669109,0.4647564,0.00035683828],"about_ca_topic_score_codex":0.000032308522,"about_ca_topic_score_gemma":0.0000069133466,"teacher_disagreement_score":0.062107276,"about_ca_system_score_codex":0.00012126981,"about_ca_system_score_gemma":0.00033019914,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W4400663626","doi":"10.1080/17460441.2024.2376643","title":"Polypharmacology prediction: the long road toward comprehensively anticipating small-molecule selectivity to de-risk drug discovery","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Cancer Research; Instituto de Salud Carlos III; Generalitat de Catalunya","keywords":"Drug discovery; Drug; Pharmacology; Computer science; Medicine; Data science; Bioinformatics; Biology","score_opus":0.07171786843399847,"score_gpt":0.39560911678174265,"score_spread":0.3238912483477442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400663626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013110947,0.83293027,0.15154131,0.0020326825,0.009090259,0.0020948425,0.0003248085,0.00044686336,0.00022787016],"genre_scores_gemma":[0.0027118435,0.9875754,0.0029748965,0.0019219253,0.0025818702,0.00095012016,0.00016089753,0.00022367727,0.00089934317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903776,0.003331588,0.0014388524,0.0025013967,0.0011527636,0.0011977821],"domain_scores_gemma":[0.99454474,0.002523617,0.0007670497,0.0016053475,0.00017832353,0.00038091055],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0019132125,0.001348346,0.0019336647,0.0007501982,0.00069557456,0.001984447,0.003152512,0.0002982879,0.000013736631],"category_scores_gemma":[0.0004535152,0.0010297261,0.0013718569,0.0018431004,0.00021140055,0.0012773694,0.002650637,0.0018446522,0.0002339382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008930928,0.00060278684,0.00006486987,0.0028236625,0.0013204172,0.00016106207,0.005313248,0.013211768,0.000021330405,0.006707685,0.032782584,0.9369013],"study_design_scores_gemma":[0.0009872408,0.00055238284,0.0011595011,0.018445112,0.00057457713,0.0005338413,0.00053589884,0.04601258,0.00041053086,0.000966033,0.92609763,0.0037246544],"about_ca_topic_score_codex":0.00053852785,"about_ca_topic_score_gemma":0.000049095062,"teacher_disagreement_score":0.93317664,"about_ca_system_score_codex":0.00087145995,"about_ca_system_score_gemma":0.0017100769,"threshold_uncertainty_score":0.99992675},"labels":[],"label_agreement":null},{"id":"W4401150612","doi":"10.1080/17460441.2024.2384455","title":"Innovative drug discovery strategies in epilepsy: integrating next-generation syndrome-specific mouse models to address pharmacoresistance and epileptogenesis","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Janssen Pharmaceuticals; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute on Aging; Institute of Aging; National Institutes of Health","keywords":"Dravet syndrome; Epileptogenesis; Epilepsy; Cannabidiol; Medicine; Drug discovery; Neuroscience; Epilepsy syndromes; Pentylenetetrazol; Bioinformatics; Psychiatry; Psychology; Anticonvulsant; Biology; Cannabis","score_opus":0.11735735182474916,"score_gpt":0.38780225446060557,"score_spread":0.2704449026358564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401150612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005429774,0.98672676,0.00026291615,0.0015183319,0.0016458676,0.0030508356,0.0006087069,0.00011231256,0.00064452115],"genre_scores_gemma":[0.005460489,0.97647816,0.00010949416,0.0003848497,0.0011985468,0.0022506434,0.0012335761,0.00026770277,0.012616525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941658,0.0004600971,0.0015395529,0.001882495,0.0011059791,0.0008460838],"domain_scores_gemma":[0.99811745,0.000120026816,0.0003267763,0.0008686976,0.00022866463,0.00033839972],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007282094,0.001186736,0.0025091511,0.0015563101,0.00020440789,0.0016695625,0.0004601186,0.000319068,0.0000587628],"category_scores_gemma":[0.00007352442,0.00089367974,0.00051505957,0.0022053039,0.00022304904,0.0020775145,0.0004020022,0.0014207624,0.000052768097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007148108,0.00091900997,0.000012787268,0.01687058,0.0006047336,0.00054979837,0.0054150494,0.00034132,0.0014211885,0.019544233,0.53315586,0.4204506],"study_design_scores_gemma":[0.00092040515,0.00027592256,0.000013002981,0.035406686,0.000070185,0.00008981443,0.004870868,0.0004884967,0.0004751919,0.000107300126,0.9559367,0.0013454774],"about_ca_topic_score_codex":0.0003256226,"about_ca_topic_score_gemma":0.00010955627,"teacher_disagreement_score":0.42278075,"about_ca_system_score_codex":0.0010565837,"about_ca_system_score_gemma":0.0014663446,"threshold_uncertainty_score":0.9993668},"labels":[],"label_agreement":null},{"id":"W4401425081","doi":"10.1080/17460441.2024.2387791","title":"Promising animal models for amyotrophic lateral sclerosis drug discovery: a comprehensive update","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; McGill University; Université de Montréal; Armand Frappier Museum; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Amyotrophic lateral sclerosis; Drug discovery; Neuroscience; Disease; Medicine; Drug development; Drug; Pathogenesis; Bioinformatics; Biology; Pharmacology; Pathology","score_opus":0.13203017008180334,"score_gpt":0.39222363009740685,"score_spread":0.2601934600156035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401425081","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012389804,0.98505485,0.00017045358,0.0030424998,0.0024595526,0.0062696883,0.0011931871,0.00035574698,0.00021501575],"genre_scores_gemma":[0.002755141,0.9816064,0.00041913043,0.00090833096,0.0032772105,0.0021845947,0.0026791324,0.0006531647,0.0055168984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99198055,0.0004725923,0.0017658917,0.0025321706,0.0016134607,0.0016353255],"domain_scores_gemma":[0.99664295,0.00041697678,0.00052493095,0.0015946272,0.0002480488,0.00057246594],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00041597226,0.0018134903,0.004234599,0.00087453675,0.0003988721,0.0014143329,0.00089111825,0.0006174631,0.00008738722],"category_scores_gemma":[0.00007945439,0.0012603167,0.0026563995,0.00084592775,0.00036826078,0.0018071962,0.00086064567,0.0017962814,0.0004442993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063577644,0.0028182957,0.000006887611,0.1061577,0.0064493227,0.0004269817,0.0028948032,0.00027759172,0.00075867283,0.013289054,0.4093532,0.45120975],"study_design_scores_gemma":[0.0020763131,0.0006079561,0.000021230835,0.103902444,0.00044493988,0.00008523103,0.000085331245,0.0017993222,0.000039339022,0.00048699923,0.88890374,0.0015471267],"about_ca_topic_score_codex":0.00018636479,"about_ca_topic_score_gemma":0.000004771998,"teacher_disagreement_score":0.47955057,"about_ca_system_score_codex":0.0014126863,"about_ca_system_score_gemma":0.0012001249,"threshold_uncertainty_score":0.9996223},"labels":[],"label_agreement":null},{"id":"W4402516799","doi":"10.1080/17460441.2024.2402409","title":"What are the translational challenges associated with Chagas disease drug discovery?","year":2024,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad de Granada","keywords":"Drug discovery; Chagas disease; Disease; Drug; Computational biology; Medicine; Translational research; Biology; Pharmacology; Bioinformatics; Biotechnology; Virology; Internal medicine","score_opus":0.030190435663408233,"score_gpt":0.32796377571533075,"score_spread":0.2977733400519225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402516799","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092525,0.15262917,0.000029311454,0.17441683,0.66268617,0.0022951867,0.004625639,0.00034550653,0.0020469509],"genre_scores_gemma":[0.02491882,0.21977921,0.000008142322,0.0008552179,0.6819666,0.0013160452,0.013155591,0.00033808648,0.057662282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994054,0.00027066926,0.0005521071,0.0012774253,0.0030926396,0.00075314275],"domain_scores_gemma":[0.9956522,0.001914906,0.00028004803,0.0013591008,0.0003135777,0.00048014047],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001549495,0.00076928455,0.00078146043,0.0003140873,0.0004100801,0.00139895,0.0006319822,0.0003681463,0.00012616775],"category_scores_gemma":[0.00088504556,0.00046172316,0.00055319996,0.00042677548,0.0004414023,0.0017148283,0.00016153256,0.0018283429,0.00019471247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010396558,0.00067789294,0.000020813352,0.00022586132,0.00055721676,0.000060355316,0.0012584961,0.000012438932,0.00001924065,0.0021261962,0.99280983,0.0011919785],"study_design_scores_gemma":[0.0015022503,0.00019847284,0.005144845,0.006220729,0.000067410365,0.000004070467,0.0033296836,0.000046624427,0.000036260233,0.00041194374,0.98245806,0.0005796777],"about_ca_topic_score_codex":0.000049992563,"about_ca_topic_score_gemma":0.0001951931,"teacher_disagreement_score":0.1735616,"about_ca_system_score_codex":0.00046230125,"about_ca_system_score_gemma":0.0018875537,"threshold_uncertainty_score":0.99978346},"labels":[],"label_agreement":null},{"id":"W4403101451","doi":"10.1080/17460441.2024.2409660","title":"Innovative strategies for the discovery of new drugs against alopecia areata: taking aim at the immune system","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Alopecia UK","keywords":"Alopecia areata; Drug discovery; Medicine; Immune system; Computational biology; Dermatology; Bioinformatics; Biology; Immunology","score_opus":0.055933038064365594,"score_gpt":0.3640281259439174,"score_spread":0.3080950878795518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403101451","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003319419,0.9822712,0.00056136923,0.0011810138,0.0038774454,0.0035734377,0.00051620003,0.000103485254,0.007882651],"genre_scores_gemma":[0.002584942,0.9829347,0.000015498457,0.000430469,0.0019928203,0.0008393997,0.0014017519,0.00018941924,0.009610998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996193,0.00018637172,0.0014323655,0.0008547331,0.00075799605,0.0005755437],"domain_scores_gemma":[0.99635136,0.0011425732,0.0009210218,0.0013487169,0.00013524934,0.000101083104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005684193,0.0009445821,0.0022576735,0.00031305233,0.00034920135,0.00042994804,0.0007031836,0.00029437337,0.000021249318],"category_scores_gemma":[0.00020230969,0.00044082163,0.0013895236,0.0011019806,0.00032709466,0.0005892317,0.0003852162,0.00070164085,0.000071866394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072218094,0.00026402003,0.000004274595,0.039365724,0.0029038084,0.000026021984,0.008688237,0.000057489826,0.000011293291,0.069253296,0.2085084,0.6701952],"study_design_scores_gemma":[0.0007994984,0.00013330538,0.0000052252626,0.04643611,0.00028869606,0.000021589125,0.023509296,0.000030450587,0.00005014432,0.000051621548,0.92821205,0.0004620089],"about_ca_topic_score_codex":0.00031544064,"about_ca_topic_score_gemma":0.000031940715,"teacher_disagreement_score":0.7197037,"about_ca_system_score_codex":0.0005532981,"about_ca_system_score_gemma":0.0024712742,"threshold_uncertainty_score":0.9998044},"labels":[],"label_agreement":null},{"id":"W4403436409","doi":"10.1080/17460441.2024.2412994","title":"Targeting AGAT gene expression – a drug screening approach for the treatment of GAMT deficiency","year":2024,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Drug; Gene expression; Gene; Computational biology; Drug discovery; Drug target; Biology; Pharmacology; Medicine; Genetics; Bioinformatics","score_opus":0.04601606929386587,"score_gpt":0.34752788064681334,"score_spread":0.30151181135294747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403436409","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42738932,0.43153945,0.11675754,0.008989739,0.003269066,0.006254715,0.00026764962,0.00039565243,0.0051368633],"genre_scores_gemma":[0.97029644,0.01637155,0.0049709585,0.00019068447,0.0010852098,0.00048414813,0.00034259525,0.000069174326,0.0061892094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998452,0.000052341784,0.00030018933,0.0004379423,0.00042802613,0.00032952227],"domain_scores_gemma":[0.99908906,0.00036911882,0.000049086582,0.00037097055,0.000043548105,0.00007823344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969274,0.00020085402,0.00027456725,0.000151551,0.0001823064,0.00008790861,0.0001416304,0.00005481652,0.000032026706],"category_scores_gemma":[0.00005329127,0.000109327106,0.00027177262,0.0002273506,0.0000820436,0.00019614575,0.000046603975,0.00011867175,0.000008824655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035436116,0.005736733,0.001295185,0.0012477448,0.0006431085,0.000059163613,0.033543132,0.0038472698,0.5691103,0.0018193817,0.24015814,0.13899624],"study_design_scores_gemma":[0.003818446,0.002085083,0.00037676314,0.0012566636,0.000040848994,0.00003568249,0.008750182,0.08721294,0.5805271,0.000053073683,0.31531107,0.0005321367],"about_ca_topic_score_codex":0.000098018114,"about_ca_topic_score_gemma":4.676294e-7,"teacher_disagreement_score":0.5429071,"about_ca_system_score_codex":0.00009527954,"about_ca_system_score_gemma":0.00009050857,"threshold_uncertainty_score":0.445823},"labels":[],"label_agreement":null},{"id":"W4405734211","doi":"10.1080/17460441.2024.2416484","title":"Human pluripotent stem cell (hPSC)-derived models for autism spectrum disorder drug discovery","year":2024,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Stem Cell Network; Health Research","keywords":"Induced pluripotent stem cell; Autism spectrum disorder; Drug discovery; Neurodevelopmental disorder; Neuroscience; Autism; Precision medicine; Computational biology; Medicine; Biology; Embryonic stem cell; Bioinformatics; Psychiatry; Genetics; Gene","score_opus":0.03710017224780194,"score_gpt":0.3342967658371581,"score_spread":0.2971965935893562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405734211","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027107156,0.98775727,0.0018565615,0.0007942828,0.0031913233,0.003397371,0.001380499,0.00010372755,0.0012478997],"genre_scores_gemma":[0.0017318794,0.91967803,0.000056394314,0.000167078,0.0016171456,0.0015783105,0.0045942552,0.0004821311,0.07009479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933217,0.0004435792,0.001320555,0.0026382909,0.0009225979,0.0013532664],"domain_scores_gemma":[0.99709684,0.00010040313,0.0004876479,0.001938888,0.000046337816,0.00032988715],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004922363,0.0015688629,0.0019699777,0.00045870998,0.00041718682,0.00078941474,0.0014947538,0.00070815755,0.00002668606],"category_scores_gemma":[0.000012705163,0.0012592275,0.0022870796,0.0003189182,0.00023045337,0.00010102079,0.0012371317,0.0008159725,0.00018562286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007287359,0.0043158703,0.0000023090038,0.06582591,0.0040904386,0.0001773009,0.0012301756,0.0025909478,0.0108654015,0.014327504,0.7003981,0.19544733],"study_design_scores_gemma":[0.00081674184,0.00031076153,5.029352e-7,0.0056929113,0.00011891716,0.00001774529,0.00016095504,0.00018992649,0.0022054987,0.00049418485,0.9884483,0.0015435365],"about_ca_topic_score_codex":0.00010419993,"about_ca_topic_score_gemma":0.00003772009,"teacher_disagreement_score":0.28805023,"about_ca_system_score_codex":0.00036277086,"about_ca_system_score_gemma":0.0007872699,"threshold_uncertainty_score":0.999706},"labels":[],"label_agreement":null},{"id":"W4408125983","doi":"10.1080/17460441.2025.2473905","title":"Innovative strategies for the discovery of new drugs against androgenetic alopecia","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Alopecia UK","keywords":"Drug discovery; Computational biology; Medicine; Neuroscience; Computer science; Data science; Biology; Bioinformatics","score_opus":0.041556056365697654,"score_gpt":0.3655597432277616,"score_spread":0.32400368686206393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408125983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024281964,0.9856273,0.0013574056,0.00066005584,0.0016680555,0.0030202281,0.0003835609,0.000045257613,0.0072138654],"genre_scores_gemma":[0.00019439153,0.9881739,0.000088283035,0.0011971308,0.000896018,0.0005178517,0.0012573352,0.00008348314,0.0075916206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971772,0.000115816685,0.001043286,0.00070470973,0.0005004013,0.00045857852],"domain_scores_gemma":[0.99723274,0.0011301711,0.0004740197,0.0009084016,0.00014160424,0.00011307179],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023455254,0.00072447606,0.0020368453,0.00040973027,0.00014575936,0.00018455394,0.00048735624,0.00028096625,0.000022444008],"category_scores_gemma":[0.00026885813,0.00043786215,0.00097016495,0.0010644655,0.00021754725,0.00041263696,0.00014878497,0.00040336972,0.000016434762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029053967,0.00027485928,0.000005266571,0.010859418,0.00065248186,0.0000028892287,0.0012633958,0.000015687621,0.0000021332705,0.008000349,0.13841827,0.8402147],"study_design_scores_gemma":[0.0013083975,0.0001948339,0.0000075867665,0.023473488,0.00011744856,0.0000029852924,0.003625084,0.0000067161864,0.000036610592,0.00020038414,0.97061133,0.00041512866],"about_ca_topic_score_codex":0.00008557052,"about_ca_topic_score_gemma":0.000012346184,"teacher_disagreement_score":0.8397996,"about_ca_system_score_codex":0.00013380403,"about_ca_system_score_gemma":0.005098494,"threshold_uncertainty_score":0.9998073},"labels":[],"label_agreement":null},{"id":"W4409901652","doi":"10.1080/17460441.2025.2497912","title":"Water in drug design: pitfalls and good practices","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Drug Research and Development","funders":"National Research, Development and Innovation Office; Magyar Tudományos Akadémia","keywords":"Drug; Medicine; Computer science; Risk analysis (engineering); Intensive care medicine; Pharmacology","score_opus":0.07791314527390653,"score_gpt":0.40516081998375686,"score_spread":0.32724767470985033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409901652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003787697,0.95167667,0.041193977,0.0011459932,0.0029149158,0.0012180654,0.00002064775,0.00012456713,0.0017013841],"genre_scores_gemma":[0.0000128116435,0.9835469,0.012773379,0.0005540949,0.00033940581,0.00038800135,0.000095549425,0.00005178557,0.0022380326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933287,0.002545271,0.0010546931,0.0016966376,0.0007334315,0.00064128794],"domain_scores_gemma":[0.9928394,0.005088611,0.00067151967,0.0012020285,0.00005417227,0.00014424378],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018893615,0.00084914855,0.0016680729,0.0009448883,0.00016466592,0.001142686,0.0018101789,0.00023174945,0.000015368185],"category_scores_gemma":[0.0004593132,0.0006135848,0.00039557356,0.00076607155,0.00009030611,0.0025405244,0.0014487908,0.0007330642,0.00009237988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002829881,0.00041191274,0.0000020381003,0.0036937608,0.00012217027,0.00005173794,0.0015074252,0.0009178407,0.0000010050098,0.035582524,0.01121026,0.94647104],"study_design_scores_gemma":[0.00034862495,0.000044049262,0.0000052205273,0.012533539,0.000014186755,0.000027876751,0.000046992012,0.001331602,0.000043245178,0.00244149,0.98233277,0.00083041703],"about_ca_topic_score_codex":0.00014099441,"about_ca_topic_score_gemma":0.000010651721,"teacher_disagreement_score":0.9711225,"about_ca_system_score_codex":0.0003082043,"about_ca_system_score_gemma":0.0009142317,"threshold_uncertainty_score":0.9998942},"labels":[],"label_agreement":null},{"id":"W4410495023","doi":"10.1080/17460441.2025.2508866","title":"On the application of artificial intelligence in virtual screening","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Virtual screening; Computer science; Artificial intelligence; Computational biology; Biology; Bioinformatics; Drug discovery","score_opus":0.07027891276954133,"score_gpt":0.39871049547085663,"score_spread":0.3284315827013153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410495023","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013935261,0.41626203,0.5813985,0.00034249417,0.00085266697,0.0006684713,0.000021828875,0.00003492478,0.0004176803],"genre_scores_gemma":[0.00020691397,0.9938823,0.0044802707,0.0004305572,0.0002634176,0.0004967404,0.000085862135,0.000031878048,0.0001220878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583507,0.0010557203,0.0011147396,0.0009490966,0.00074072456,0.00030466254],"domain_scores_gemma":[0.991151,0.0069238283,0.0005380043,0.0012819851,0.00005610754,0.0000490861],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012066691,0.00048021236,0.0010075475,0.0006806933,0.00011498172,0.00022435906,0.0022425035,0.00016233097,0.000008709908],"category_scores_gemma":[0.0005479733,0.00034400728,0.00048110433,0.0016321421,0.00011075737,0.000472422,0.00063817407,0.00057110103,0.00004533255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008925556,0.00009934729,6.3949564e-8,0.00019582295,0.000014001941,6.9030955e-7,0.00011654641,0.0072610537,1.6856161e-7,0.4213554,0.00032538714,0.57062256],"study_design_scores_gemma":[0.0001422773,0.00023540824,0.0000075520697,0.03660127,0.000015881986,0.0000065888444,0.00025477787,0.18849163,0.00014832035,0.05362841,0.7191721,0.0012957635],"about_ca_topic_score_codex":0.000051303145,"about_ca_topic_score_gemma":0.0000058927017,"teacher_disagreement_score":0.71884674,"about_ca_system_score_codex":0.0001891515,"about_ca_system_score_gemma":0.00057142536,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W4411156615","doi":"10.1080/17460441.2025.2515045","title":"Advances in the application of NMR to the study of GPCRs and ligand–GPCR interactions","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"G protein-coupled receptor; Drug discovery; Computational biology; Nuclear magnetic resonance spectroscopy; Identification (biology); Ligand (biochemistry); Chemistry; Bioinformatics; Data science; Computer science; Biology; Receptor; Biochemistry; Stereochemistry","score_opus":0.019607222579546512,"score_gpt":0.36110909444700834,"score_spread":0.34150187186746184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411156615","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092044345,0.9965039,0.00076564326,0.0000823288,0.0003184396,0.0011084971,0.000025482275,0.0000018342386,0.00027343817],"genre_scores_gemma":[0.018573595,0.9805963,0.000015918693,0.00007929554,0.00015444178,0.00040592797,0.00007499079,0.000010161147,0.00008936708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989866,0.00017183348,0.00035168655,0.00028014492,0.00012769013,0.00008204888],"domain_scores_gemma":[0.99926025,0.00011117599,0.00018896998,0.00040146124,0.000024019879,0.000014134449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022629206,0.00016067193,0.0003722126,0.000077403995,0.00004834544,0.000020889223,0.000296706,0.00005868626,0.0000020403588],"category_scores_gemma":[0.000035907662,0.00008772011,0.00011695952,0.00016943163,0.00002119395,0.000008323878,0.0001023698,0.00010618797,6.958214e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048478032,0.0004361315,0.000008041369,0.0008647101,0.000059306047,1.6763673e-7,0.00135218,0.00012748319,0.0007916883,0.0007193753,0.0011998231,0.99439263],"study_design_scores_gemma":[0.00011634403,0.00019257108,0.0000031353247,0.0016229269,0.000011685851,0.0000010758705,0.0024261826,0.0000036941767,0.0013616724,0.000013468637,0.9941479,0.000099321645],"about_ca_topic_score_codex":0.00004598504,"about_ca_topic_score_gemma":0.00006894618,"teacher_disagreement_score":0.9942933,"about_ca_system_score_codex":0.000009663946,"about_ca_system_score_gemma":0.000053633346,"threshold_uncertainty_score":0.3577122},"labels":[],"label_agreement":null},{"id":"W4412654434","doi":"10.1080/17460441.2025.2536045","title":"Cortical bone loss in osteoporosis: the rabbit as a platform for drug discovery and testing","year":2025,"lang":"en","type":"review","venue":"Expert Opinion on Drug Discovery","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Osteoporosis; Cortical bone; Medicine; Bone remodeling; Drug discovery; Neuroscience; Bioinformatics; Pathology; Internal medicine; Psychology; Biology","score_opus":0.06501704111436506,"score_gpt":0.4023339660246739,"score_spread":0.33731692491030885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412654434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008526253,0.9875458,0.000014443081,0.003358219,0.0010849565,0.0054934463,0.00021990752,0.000066930465,0.0013636951],"genre_scores_gemma":[0.00087597425,0.9865505,0.0000976145,0.0020989836,0.0008774858,0.0025144028,0.0005804326,0.000118967786,0.006285629],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99492216,0.0002989693,0.0015710795,0.0011985461,0.000885234,0.0011240069],"domain_scores_gemma":[0.99224854,0.005862152,0.000384571,0.0009925689,0.00011423069,0.00039796805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014042039,0.00081709446,0.0026165356,0.00054909696,0.0004353674,0.0003484104,0.0003866494,0.00042584274,0.000021391932],"category_scores_gemma":[0.0029497624,0.00050963275,0.0006240882,0.0008560042,0.00034626672,0.0005510016,0.0004067307,0.0016536285,0.00003275263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015304625,0.0009772092,0.00027668514,0.05092757,0.00018822237,0.00012118591,0.0013163014,0.0000012991654,0.0000055841037,0.003262426,0.044314902,0.89707816],"study_design_scores_gemma":[0.0026627905,0.00049657834,0.00019833953,0.07334903,0.00009370737,0.00017975346,0.0011899276,0.000044414188,0.000023891635,0.00023418826,0.9209192,0.00060820737],"about_ca_topic_score_codex":0.0004494388,"about_ca_topic_score_gemma":0.00008089682,"teacher_disagreement_score":0.89646995,"about_ca_system_score_codex":0.00050457765,"about_ca_system_score_gemma":0.0029172797,"threshold_uncertainty_score":0.99973553},"labels":[],"label_agreement":null}]}