{"meta":{"query_hash":"ad8c4f07c37a","filters":{"venue":"Advances in Research"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/ad8c4f07c37a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Research"},"results":[{"id":"W2315786538","doi":"10.9734/air/2015/7751","title":"Effects of Fluidization Velocity and Equivalence Ratio on the Energy and Exergy of the Syngas Produced from Wheat Straw in A Dual-distributor Type Fluidized Bed Gasifier","year":2014,"lang":"en","type":"article","venue":"Advances in Research","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","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":"Capital Regional District; Dalhousie University","funders":"","keywords":"Syngas; Fluidization; Fluidized bed; Distributor; Straw; Wood gas generator; Exergy; Waste management; Environmental science; Materials science; Pulp and paper industry; Engineering; Chemistry; Coal; Mechanical engineering; Hydrogen; Organic chemistry","score_opus":0.02069560152725106,"score_gpt":0.28550415865034706,"score_spread":0.264808557123096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315786538","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":[0.9969824,0.002526652,0.00006543608,0.00011807472,0.000050739745,0.00018638086,0.0000055204287,0.000010084211,0.00005472313],"genre_scores_gemma":[0.998281,0.001611797,0.000041816988,0.000007861507,0.0000132361865,0.000025330017,0.0000034767052,0.0000080464615,0.0000074547343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990299,0.00020752802,0.00016738809,0.00017460578,0.00026212021,0.00015848511],"domain_scores_gemma":[0.9982519,0.0014092678,0.000026325932,0.00019074605,0.00009629345,0.00002547849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040915946,0.000078336496,0.00014317415,0.000056365392,0.00003238635,0.000010526532,0.00013879589,0.000054759344,0.000010576551],"category_scores_gemma":[0.0014910544,0.00005100839,0.000010021302,0.000453965,0.00019110306,0.00010429455,0.00008686292,0.00012680754,3.885463e-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":[0.00009042144,0.000020061965,0.0006481669,0.00022194804,0.0000048120937,6.48887e-7,0.00014684543,0.000040146824,0.99444544,0.000999088,0.00002796541,0.0033544432],"study_design_scores_gemma":[0.00036481195,0.00005619706,0.0010911021,0.00021392341,0.000002120766,2.1520147e-7,0.000047461075,0.00096129044,0.9957818,0.0013407301,0.00009028039,0.000050104016],"about_ca_topic_score_codex":0.000056233053,"about_ca_topic_score_gemma":0.000031672957,"teacher_disagreement_score":0.0033043392,"about_ca_system_score_codex":0.000032691012,"about_ca_system_score_gemma":0.000022291644,"threshold_uncertainty_score":0.20800617},"labels":[],"label_agreement":null},{"id":"W2325891094","doi":"10.9734/air/2015/7752","title":"Production of Biodiesel from Marine and Freshwater Microalgae: A Review","year":2014,"lang":"en","type":"review","venue":"Advances in Research","topic":"Algal biology and biofuel production","field":"Energy","cited_by":18,"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":"Biodiesel; Biodiesel production; Environmental science; Production (economics); Biofuel; Oceanography; Fishery; Waste management; Engineering; Biology; Economics; Geology","score_opus":0.10200933864223605,"score_gpt":0.4313566570477822,"score_spread":0.32934731840554615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325891094","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":[0.000031982385,0.997135,0.0000010373437,0.00023353755,0.00041990055,0.0007253987,0.000025042349,0.000017109514,0.0014110068],"genre_scores_gemma":[0.000010764086,0.99738806,0.0005364793,0.000019296122,0.00041114664,0.00017228765,0.00041247136,0.00002252149,0.0010269557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968882,0.0011119773,0.00065539137,0.0007357744,0.0002588836,0.00034976567],"domain_scores_gemma":[0.998673,0.000322245,0.00021282697,0.0005659323,0.00018372128,0.000042227366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002113893,0.0002446159,0.0012638674,0.00029679414,0.000072555464,0.000009030555,0.0003055729,0.00030128233,0.00027664186],"category_scores_gemma":[0.0009853092,0.00016629141,0.000105730636,0.00059103814,0.00057514186,0.00014930285,0.00033583198,0.00082568923,0.00011120375],"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":[0.00002000333,0.000031082312,0.00012180971,0.05001469,0.000032817938,0.0000026301257,0.000009754617,1.8616956e-7,0.00001353529,0.00022169601,0.0010653125,0.9484665],"study_design_scores_gemma":[0.00006650303,0.000069080335,0.000009807132,0.022167535,0.000055868746,0.000012812175,0.0000046169935,5.7740067e-7,0.000073325224,0.0030432534,0.97433776,0.00015888712],"about_ca_topic_score_codex":0.0010152333,"about_ca_topic_score_gemma":0.002350603,"teacher_disagreement_score":0.97327244,"about_ca_system_score_codex":0.00006696105,"about_ca_system_score_gemma":0.00006198017,"threshold_uncertainty_score":0.67811674},"labels":[],"label_agreement":null},{"id":"W2325891976","doi":"10.9734/air/2015/8240","title":"Effect of Distributor Plate Configuration on Pressure Drop in a Bubbling Fluidized Bed Reactor","year":2014,"lang":"en","type":"article","venue":"Advances in Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":11,"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":"Distributor; Pressure drop; Fluidized bed; Fluidization; Materials science; Mechanics; Drop (telecommunication); Nuclear engineering; Waste management; Mechanical engineering; Engineering; Physics","score_opus":0.020609058915636507,"score_gpt":0.34754992460334827,"score_spread":0.32694086568771175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325891976","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":[0.99403554,0.0023217355,0.00095747126,0.000031891086,0.00017564894,0.0005089247,0.000020701882,0.00005758475,0.0018905207],"genre_scores_gemma":[0.99922794,0.0004960257,0.00007717203,0.0000024746375,0.000051372714,0.00007884956,0.000029193097,0.000021854126,0.00001510686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998304,0.00040324914,0.0002878849,0.0002076675,0.0004185402,0.00037867652],"domain_scores_gemma":[0.99847734,0.0011287725,0.000020092953,0.0002621418,0.000058001442,0.000053661286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002059416,0.00012813078,0.00029378495,0.000308088,0.000027501223,0.000019206578,0.00019723832,0.000106874286,0.000025522175],"category_scores_gemma":[0.00079873577,0.000111744404,0.000038504266,0.00050529663,0.000067072055,0.00020667637,0.00002548875,0.0004633053,0.000021396547],"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":[0.00088512694,0.000064990716,0.0034417177,0.00096746185,0.000018629888,0.000015644022,0.00027184913,0.003236888,0.94674456,0.0015696888,0.0001391127,0.0426443],"study_design_scores_gemma":[0.0023262855,0.0005313612,0.0003710888,0.00030801777,0.0000048656734,7.173031e-7,0.00001278109,0.03943573,0.9436364,0.00030154354,0.012925612,0.00014558955],"about_ca_topic_score_codex":0.000047906145,"about_ca_topic_score_gemma":0.000048911406,"teacher_disagreement_score":0.04249871,"about_ca_system_score_codex":0.000060506824,"about_ca_system_score_gemma":0.00001291261,"threshold_uncertainty_score":0.45568046},"labels":[],"label_agreement":null},{"id":"W2342253423","doi":"10.9734/air/2016/25688","title":"Integration of First-order Modeled Differential Equations Using a Quarter-step Method","year":2016,"lang":"en","type":"article","venue":"Advances in Research","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":2,"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":"Laguerre polynomials; Mathematics; Interpolation (computer graphics); Collocation (remote sensing); Polynomial; Orthogonal collocation; Applied mathematics; Differential equation; Quarter (Canadian coin); Collocation method; Basis (linear algebra); Differential (mechanical device); Mathematical analysis; Computer science; Ordinary differential equation; Frame (networking); Geometry","score_opus":0.3413233789858561,"score_gpt":0.5584027442570506,"score_spread":0.21707936527119454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342253423","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03422808,0.000104244646,0.9643468,0.00030087563,0.0001249512,0.00047120743,0.000017283648,0.000029257837,0.0003772674],"genre_scores_gemma":[0.41227746,0.000060535265,0.5873606,0.0000020691712,0.00004145431,0.0000906085,0.0000024339272,0.000020338635,0.0001445054],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966142,0.0012273534,0.00063704303,0.00033342,0.0007627385,0.00042519838],"domain_scores_gemma":[0.98999757,0.00876142,0.00016537182,0.0004613316,0.00053660513,0.00007768579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016355355,0.00014464343,0.00035689445,0.0004842089,0.0001369048,0.000022372184,0.0003098298,0.000099180965,0.00028934414],"category_scores_gemma":[0.008124109,0.00009816576,0.000084086794,0.001012047,0.00019243576,0.0004579874,0.00011840594,0.0002688148,0.000009819908],"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":[0.00024449598,0.0010329926,0.00089453487,0.00027441417,0.00006031847,0.000003167199,0.0013595639,0.00044746517,0.23755741,0.36238798,0.000043772798,0.39569387],"study_design_scores_gemma":[0.0008288751,0.00014981198,0.000121857214,0.00032902387,0.000019356006,0.0000010410438,0.00034803705,0.19823994,0.009054996,0.79058224,0.0001695397,0.00015526803],"about_ca_topic_score_codex":0.00014748903,"about_ca_topic_score_gemma":0.0008104242,"teacher_disagreement_score":0.42819428,"about_ca_system_score_codex":0.00018583825,"about_ca_system_score_gemma":0.000069341986,"threshold_uncertainty_score":0.97259045},"labels":[],"label_agreement":null},{"id":"W4293224540","doi":"10.9734/air/2022/v23i530345","title":"Role and Level of Engagement of Peer Researchers in Systematic Reviews: A Review Article","year":2022,"lang":"en","type":"review","venue":"Advances in Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"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; Access Alliance Multicultural Health and Community Services; Brock University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Systematic review; CINAHL; Peer review; Scopus; MEDLINE; Psychology; Medical education; Medicine; Political science","score_opus":0.9363536261000488,"score_gpt":0.7579234649258538,"score_spread":0.17843016117419497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293224540","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":[0.000037228623,0.98310703,0.0000013969299,0.0003285385,0.00011064666,0.012716342,0.000034322205,0.000003827089,0.0036606737],"genre_scores_gemma":[0.00004057256,0.98864865,0.00020888785,0.000041752566,0.000038190934,0.00934438,0.000018973089,0.000021466,0.0016371367],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9589906,0.03304965,0.0032459998,0.0005830958,0.002795597,0.0013350716],"domain_scores_gemma":[0.980421,0.017103655,0.00076344766,0.0008552181,0.0005571002,0.000299568],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.119368576,0.00019549215,0.0025374868,0.0012819651,0.00030793337,0.0000075730027,0.00093194965,0.00014690217,0.0010475955],"category_scores_gemma":[0.05632251,0.00014058594,0.00012294795,0.0045202537,0.0003623792,0.00027985274,0.0007690853,0.0035786675,0.00007716272],"study_design_candidate":"systematic_review","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":[0.0000067229075,0.0000771813,0.00017874924,0.70057046,0.0000045307224,0.0000022830827,0.0013145701,3.6752715e-7,3.465364e-7,0.00013087953,0.0013375595,0.29637638],"study_design_scores_gemma":[0.00010324302,0.00009157786,0.000039392384,0.3362544,0.000009793166,6.739612e-7,0.0029125304,0.000010103748,1.504675e-7,0.0001923464,0.6603196,0.00006617255],"about_ca_topic_score_codex":0.00086248905,"about_ca_topic_score_gemma":0.00068015215,"teacher_disagreement_score":0.6589821,"about_ca_system_score_codex":0.0009287609,"about_ca_system_score_gemma":0.0033669272,"threshold_uncertainty_score":0.9998656},"labels":[],"label_agreement":null},{"id":"W4293662938","doi":"10.9734/air/2022/v23i530346","title":"Impact of Waiving Out-of-Pocket Access Fees on HIV Testing and Linkage Services in Rivers State, Nigeria","year":2022,"lang":"en","type":"article","venue":"Advances in Research","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Waiver; Payment; Linkage (software); Business; Quarter (Canadian coin); User fee; Health care; Medicine; Family medicine; Human immunodeficiency virus (HIV); Finance; Geography; Economics; Economic growth; Law; Political science","score_opus":0.14122470337728066,"score_gpt":0.42639023428055833,"score_spread":0.2851655309032777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293662938","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":[0.991706,0.003573829,0.000008097083,0.000050336403,0.000079732476,0.0002004457,0.00023064192,0.000006699913,0.004144232],"genre_scores_gemma":[0.99799466,0.0013866167,0.00023799147,0.000009870257,0.000014667583,0.00002282065,0.000004383587,0.0000152607,0.0003137311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852246,0.00016420962,0.00048198467,0.0002947091,0.0001313846,0.00040527008],"domain_scores_gemma":[0.9980003,0.0014702424,0.00020554758,0.00022270557,0.000041843232,0.00005936558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020960902,0.00010614259,0.0003569003,0.0011390192,0.00011920776,0.00004387634,0.00045597606,0.000035038574,0.00019532786],"category_scores_gemma":[0.0007781643,0.00010684516,0.00004423889,0.0010717118,0.00013865302,0.00051658106,0.00040537497,0.00041857053,0.000007989722],"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":[0.00025072682,0.00011659864,0.9841981,0.0001395883,0.000011690532,0.000014973616,0.0024748987,0.0056226617,0.0002660921,0.0001271721,0.000023533628,0.0067539536],"study_design_scores_gemma":[0.0009004731,0.0008914338,0.9782978,0.00017500701,5.3776836e-7,0.0000014157322,0.0017850007,0.0022612684,0.00045573094,0.014202986,0.0008241001,0.00020422306],"about_ca_topic_score_codex":0.00086531404,"about_ca_topic_score_gemma":0.000499499,"teacher_disagreement_score":0.014075814,"about_ca_system_score_codex":0.00017477245,"about_ca_system_score_gemma":0.00006249086,"threshold_uncertainty_score":0.43570194},"labels":[],"label_agreement":null},{"id":"W4405849163","doi":"10.9734/air/2024/v25i61217","title":"Utilizing the Susceptible Infectious Susceptible (sis) Model to Evaluate the Risk for Waterborne Parasites to Spread through Household Water Sources in Bamenda, Cameroon","year":2024,"lang":"en","type":"article","venue":"Advances in Research","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"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":"Waterborne diseases; Water source; Tap water; Population; Quarter (Canadian coin); Environmental health; Biology; Contaminated food; Geography; Environmental science; Ecology; Water quality; Environmental engineering; Water resource management; Microbiology; Medicine","score_opus":0.48128524989894217,"score_gpt":0.5517944777803583,"score_spread":0.07050922788141611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405849163","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":[0.9647706,0.0045718844,0.010458192,0.014685756,0.00019575817,0.0034174023,0.000053104173,0.0001955918,0.0016517019],"genre_scores_gemma":[0.98966587,0.0029746452,0.0035939985,0.0005715809,0.00015095645,0.0023022806,0.0000032679416,0.00006398086,0.00067340414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9952027,0.0010418873,0.0006668293,0.0008777901,0.0007520371,0.0014587296],"domain_scores_gemma":[0.98472273,0.0142537,0.000037950045,0.0007227561,0.0001670937,0.00009574445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010033593,0.00032600583,0.0005416058,0.0003019064,0.00060308084,0.00020534275,0.0008473246,0.0001154846,0.00005141045],"category_scores_gemma":[0.006879447,0.00014965482,0.00015238002,0.0011589145,0.00033869164,0.00035411477,0.0009294956,0.00081727916,0.00013252949],"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":[0.001019878,0.0005916487,0.099915445,0.0018869168,0.0002824757,0.000050583705,0.05521542,0.70131904,0.015227921,0.053507164,0.027658883,0.04332463],"study_design_scores_gemma":[0.000682306,0.001208676,0.0009310768,0.00059993414,0.00005465867,0.0000029842713,0.0072059226,0.04466587,0.013210575,0.8596237,0.07126643,0.0005479281],"about_ca_topic_score_codex":0.002287221,"about_ca_topic_score_gemma":0.014871895,"teacher_disagreement_score":0.80611646,"about_ca_system_score_codex":0.00043632876,"about_ca_system_score_gemma":0.00006256005,"threshold_uncertainty_score":0.8298867},"labels":[],"label_agreement":null},{"id":"W4410967682","doi":"10.9734/air/2025/v26i31357","title":"Acute Kidney Injury in Critically Ill Patients with Cutaneous-origin Sepsis: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Advances in Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"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":"Critically ill; Sepsis; Medicine; Acute kidney injury; Intensive care medicine; Internal medicine","score_opus":0.04747337994261141,"score_gpt":0.47933103026692125,"score_spread":0.43185765032430984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410967682","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":[0.0000011847346,0.96768636,0.0000138301375,0.00063215854,0.00015886626,0.011993678,0.00008389723,0.0000368505,0.01939319],"genre_scores_gemma":[0.0000038461903,0.98874706,0.000735399,0.0019232241,0.000028923318,0.00399376,0.00030352964,0.000057317084,0.0042069573],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941911,0.0009312736,0.0014082367,0.0008536542,0.0016776838,0.00093805493],"domain_scores_gemma":[0.996524,0.00070805504,0.00018406371,0.0011247942,0.0011751885,0.00028390196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001779419,0.000504455,0.0037532817,0.001409133,0.00005124357,0.000055989578,0.0006715168,0.00018163073,0.00012518564],"category_scores_gemma":[0.0046681175,0.00033724922,0.00023358766,0.002765059,0.00019475163,0.00021425306,0.00038745865,0.0013522623,0.00010967392],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039769096,0.00037882474,0.00014505973,0.8713091,0.0002258463,0.00037218793,0.000010282303,3.6446888e-8,4.760321e-9,0.00040541776,0.0038255258,0.12328793],"study_design_scores_gemma":[0.0003627673,0.0003182211,0.0000033706383,0.56017065,0.0010735894,0.000004807478,0.000012585323,0.0000012689138,3.0892476e-8,0.0000686548,0.4378063,0.00017774975],"about_ca_topic_score_codex":0.000010682775,"about_ca_topic_score_gemma":0.000013646191,"teacher_disagreement_score":0.4339808,"about_ca_system_score_codex":0.00078783114,"about_ca_system_score_gemma":0.0012174002,"threshold_uncertainty_score":0.999908},"labels":[],"label_agreement":null},{"id":"W4411737831","doi":"10.9734/air/2025/v26i41390","title":"Impact of Immediate Treatment on Acute Pulmonary Embolism in Patients with Hemodynamic Instability","year":2025,"lang":"en","type":"article","venue":"Advances in Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"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":"Pulmonary embolism; Hemodynamics; Medicine; Cardiology; Internal medicine; Intensive care medicine","score_opus":0.025810053213556904,"score_gpt":0.42042518508376414,"score_spread":0.39461513187020725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411737831","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":[0.9850111,0.00045954617,0.0000050786402,0.00025387062,0.00005376389,0.001381238,0.0000211995,0.000009868538,0.012804317],"genre_scores_gemma":[0.9959251,0.0035982374,0.00007806785,0.000027748576,0.000010485785,0.00019286193,0.00003856889,0.0000121842395,0.00011671558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982641,0.00012945235,0.0002956031,0.0003748035,0.00048512232,0.00045096158],"domain_scores_gemma":[0.9990793,0.00020114113,0.00004280534,0.0004700171,0.00013692066,0.00006982361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040691392,0.00015082954,0.00050597265,0.00069686567,0.000037297286,0.000007054622,0.00013604308,0.000054059594,0.00003535043],"category_scores_gemma":[0.00007593742,0.00010012551,0.00006860108,0.00094651233,0.00017121514,0.0001387914,0.00009025844,0.00025129275,0.000006324187],"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":[0.0018061554,0.006177613,0.86998,0.00014315065,0.00010621364,0.000056923058,0.00019192403,0.0005333448,0.000050540177,0.0004932156,0.000020619758,0.12044033],"study_design_scores_gemma":[0.003287147,0.0030354075,0.9918171,0.00036060446,0.000020961552,2.3051362e-7,0.00009331254,0.00020816604,0.00015152445,0.0006372742,0.00031598122,0.00007226749],"about_ca_topic_score_codex":0.00082971103,"about_ca_topic_score_gemma":0.00042105315,"teacher_disagreement_score":0.12183715,"about_ca_system_score_codex":0.0010200428,"about_ca_system_score_gemma":0.00021706351,"threshold_uncertainty_score":0.40829995},"labels":[],"label_agreement":null},{"id":"W4413525270","doi":"10.9734/air/2025/v26i41454","title":"Unveiling Leprosy: A Systemic Review of Clinical and Cutaneous Manifestations","year":2025,"lang":"en","type":"review","venue":"Advances in Research","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"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":"Leprosy; Dermatology; Medicine; Intensive care medicine","score_opus":0.33571701415729766,"score_gpt":0.6560612336353299,"score_spread":0.3203442194780322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413525270","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":[0.0000141220635,0.9871625,0.000004932859,0.00011471301,0.00008263936,0.004014693,0.000055801796,0.000015811096,0.008534835],"genre_scores_gemma":[0.00007469956,0.9958673,0.00044568695,0.000022011829,0.00008129615,0.0006832766,0.0000914693,0.000025756752,0.00270851],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950973,0.0012525454,0.0015457349,0.00069304707,0.00089583476,0.000515563],"domain_scores_gemma":[0.9941227,0.0042516985,0.00020585934,0.0007383636,0.00046099044,0.00022042595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038989133,0.00024322525,0.0025837473,0.0006079408,0.00007123465,0.000014993433,0.0002475356,0.00021374118,0.000059809394],"category_scores_gemma":[0.006007405,0.00016857128,0.00031247383,0.0012519622,0.00047967746,0.0000816655,0.00025663018,0.0014718255,0.000054134507],"study_design_candidate":"systematic_review","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":[0.000023274382,0.00011707188,0.00050858845,0.43484655,0.000059775823,0.00076006923,0.0000058737046,4.8173753e-8,3.6337394e-8,0.00020179167,0.00010468041,0.56337225],"study_design_scores_gemma":[0.0003763156,0.00031588555,0.0000079919155,0.5004447,0.00018602273,0.00077664154,0.000023407054,0.0000031023485,3.3671412e-7,0.00012452347,0.49766248,0.00007855427],"about_ca_topic_score_codex":0.000031584408,"about_ca_topic_score_gemma":0.000022268556,"teacher_disagreement_score":0.5632937,"about_ca_system_score_codex":0.00017248026,"about_ca_system_score_gemma":0.0025829978,"threshold_uncertainty_score":0.7191859},"labels":[],"label_agreement":null}]}