{"meta":{"query_hash":"4a7774fa6e43","filters":{"venue":"Journal of Immunotherapy and Precision Oncology"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/4a7774fa6e43","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Immunotherapy+and+Precision+Oncology"},"results":[{"id":"W4243395900","doi":"10.36401/2590-017x-2.4.152","title":"Meeting Proceedings of the “Phase I: Where Science Becomes Medicine” Conference, Manchester, UK","year":2019,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","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":"","keywords":"Engineering ethics; Library science; Engineering physics; Engineering; Computer science","score_opus":0.2982155178811179,"score_gpt":0.5469405263810965,"score_spread":0.24872500849997858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243395900","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047337995,0.09640778,0.0038669615,0.20318407,0.55204386,0.0015339947,0.004135427,0.00048295828,0.13361107],"genre_scores_gemma":[0.01604593,0.05280917,0.002388953,0.045008298,0.13952972,0.0013446052,0.0041039223,0.0005023136,0.73826706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963229,0.0009226671,0.00023166918,0.00058206345,0.0012952746,0.00064540806],"domain_scores_gemma":[0.9947811,0.0006075554,0.00036333373,0.00010133772,0.0012034595,0.0029432152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066087875,0.0030409372,0.0012705621,0.0009787771,0.0012185542,0.006068925,0.0017145836,0.0058182133,0.12690665],"category_scores_gemma":[0.005608531,0.00063383905,0.0012882395,0.0006707835,0.0012347462,0.0029997688,0.0032078428,0.0063801296,0.051755954],"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":[0.00051326345,0.00004951473,0.00019828061,0.00037897052,0.000021750473,0.00013689799,0.00005871329,0.00008273609,0.0007751784,0.00047467774,0.9664828,0.030827079],"study_design_scores_gemma":[0.000098122655,0.0001626702,0.001038991,0.000257183,0.0000130096505,0.000067459165,0.00007636453,0.000055443583,0.00021706938,0.00025934525,0.99774396,0.000010551463],"about_ca_topic_score_codex":0.0021356652,"about_ca_topic_score_gemma":0.0061196308,"teacher_disagreement_score":0.12690665,"about_ca_system_score_codex":0.0036884274,"about_ca_system_score_gemma":0.004463756,"threshold_uncertainty_score":0.42454505},"labels":[],"label_agreement":null},{"id":"W4376134258","doi":"10.36401/jipo-22-x6","title":"Abstracts Presented at the 2022 Emirates Oncology Conference","year":2023,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Global Cancer Incidence and Screening","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":"Abu dhabi; Medicine; Health care; Breast cancer; Family medicine; Library science; Medical education; Political science; Cancer; Internal medicine; Pathology","score_opus":0.10713958988047192,"score_gpt":0.41666888963635673,"score_spread":0.30952929975588483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376134258","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008888639,0.07831049,0.001348193,0.067958154,0.46896407,0.0006225774,0.0034735505,0.0006116954,0.36982265],"genre_scores_gemma":[0.021172011,0.033817597,0.0012631767,0.019473976,0.13899043,0.00047004665,0.003758509,0.00050451467,0.78054976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886143,0.00020568298,0.000055938133,0.00012359205,0.00058048783,0.00017282426],"domain_scores_gemma":[0.99797124,0.0001203768,0.00007995464,0.000038104976,0.0011097206,0.0006805996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018019986,0.0013331808,0.0006303924,0.001501331,0.0012856986,0.0033583033,0.0007063918,0.0020410002,0.16612148],"category_scores_gemma":[0.00301004,0.00027352863,0.001011048,0.0006788785,0.00028709348,0.0009545216,0.0015304222,0.0018718177,0.07207459],"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":[0.00009072728,0.000030513138,0.00017033979,0.00017682443,0.00001088895,0.0001410554,0.000039918956,0.000045156434,0.00048388873,0.00019704924,0.97273076,0.025883],"study_design_scores_gemma":[0.000017745955,0.000042662796,0.0010806927,0.00019513433,0.00000897569,0.0001673982,0.00007414393,0.000042132717,0.00017647151,0.00015999976,0.998028,0.0000067569395],"about_ca_topic_score_codex":0.0015484263,"about_ca_topic_score_gemma":0.0038477364,"teacher_disagreement_score":0.16612148,"about_ca_system_score_codex":0.0019477033,"about_ca_system_score_gemma":0.0019281281,"threshold_uncertainty_score":0.5557317},"labels":[],"label_agreement":null},{"id":"W4388080001","doi":"10.36401/jipo-23-22","title":"Treatment for Advanced Non–Small Lung Cancer (NSCLC) with Mutated <i>EGFR</i> in Low- and Middle-Income Countries (LMICs)","year":2023,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Lung Cancer Treatments and Mutations","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":"Lung cancer; Afatinib; Epidermal growth factor receptor; KRAS; Population; Oncology; Adenocarcinoma; Medicine; Cancer; Internal medicine; STK11; Erlotinib; Cancer research; Environmental health","score_opus":0.016584071986160815,"score_gpt":0.36556846930611114,"score_spread":0.34898439731995035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388080001","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23078117,0.5575961,0.0013030662,0.16658868,0.008226141,0.00024037993,0.002843894,0.00019413166,0.03222654],"genre_scores_gemma":[0.70646894,0.23287801,0.0015669272,0.036434893,0.012571399,0.00018879889,0.0024275386,0.00003914043,0.0074242656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984646,0.000047459755,0.00001522807,0.000021642254,0.000041163967,0.00002805196],"domain_scores_gemma":[0.9998766,0.000016983242,0.000048734964,0.0000028639495,0.00001533097,0.000039433555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025733598,0.000117004325,0.000318519,0.00025150648,0.0004190267,0.00041898337,0.0003183235,0.00049684703,0.0021240595],"category_scores_gemma":[0.000455508,0.000060030983,0.00030013523,0.00036158419,0.00017515052,0.0003510445,0.00032789988,0.0007695217,0.00051775936],"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":[0.0011690723,0.0005976034,0.1588422,0.0026614207,0.00029925583,0.0033283643,0.00035609977,0.00042210493,0.0066748685,0.0011276454,0.22217149,0.60235],"study_design_scores_gemma":[0.00050991523,0.0032565447,0.5064784,0.0033901595,0.00072305364,0.008688303,0.0013016461,0.001114339,0.0021078181,0.0015395494,0.4708287,0.00006145577],"about_ca_topic_score_codex":0.0030445997,"about_ca_topic_score_gemma":0.009185983,"teacher_disagreement_score":0.0030445997,"about_ca_system_score_codex":0.0005769916,"about_ca_system_score_gemma":0.0006444625,"threshold_uncertainty_score":0.007105708},"labels":[],"label_agreement":null},{"id":"W4391652271","doi":"10.36401/jipo-24-x1","title":"Abstracts Presented at the 2023 Emirates Oncology Conference","year":2024,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Economic and Financial Impacts of Cancer","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":"Medicine; Abu dhabi; Health care; Family medicine; Medical education; Political science; Pathology","score_opus":0.04762755318438454,"score_gpt":0.31742658740058194,"score_spread":0.2697990342161974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391652271","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008047647,0.08129955,0.0014001062,0.06464039,0.5131477,0.00063110585,0.0035699778,0.0006028666,0.32666066],"genre_scores_gemma":[0.021043627,0.040243104,0.0013824566,0.020230245,0.15661848,0.00048762606,0.004006043,0.00053111167,0.7554573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885106,0.00020347873,0.00006201805,0.00012089646,0.00059473875,0.00016771324],"domain_scores_gemma":[0.99782664,0.00013814212,0.00009507353,0.000039325958,0.0011972011,0.00070364284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019783569,0.0013113375,0.0006655497,0.0014636305,0.0012369179,0.003578282,0.00072097476,0.001998052,0.17092799],"category_scores_gemma":[0.0034152954,0.00026344345,0.0011069378,0.0007073413,0.00030617855,0.0010173765,0.0015290603,0.0019497232,0.07425616],"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":[0.000102584556,0.00003036639,0.00016446911,0.00020399487,0.000011677915,0.00013399226,0.00003964314,0.000046155877,0.00047758236,0.00021204769,0.97085303,0.027724398],"study_design_scores_gemma":[0.000020724698,0.000050929804,0.0011477877,0.00024960344,0.000011220629,0.0001720462,0.0000820114,0.000047907815,0.00019835586,0.00021408107,0.9977976,0.000007809117],"about_ca_topic_score_codex":0.0014867525,"about_ca_topic_score_gemma":0.003395731,"teacher_disagreement_score":0.17092799,"about_ca_system_score_codex":0.0019530924,"about_ca_system_score_gemma":0.0019366881,"threshold_uncertainty_score":0.5718111},"labels":[],"label_agreement":null},{"id":"W4401692739","doi":"10.36401/jipo-24-1","title":"Novel Effective Therapeutic Regimen for Recurrent/Metastatic Head and Neck Squamous Cell Cancer: Concurrent Triple Oral Metronomic Chemotherapy and Immunotherapy","year":2024,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Regimen; Oncology; Head and neck cancer; Chemotherapy; Immunotherapy; Squamous cell cancer; Head and neck; Internal medicine; Cancer; Surgery","score_opus":0.03421600712648838,"score_gpt":0.37691488985417243,"score_spread":0.34269888272768406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401692739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591623,0.029546134,0.0026764425,0.000928465,0.00039083016,0.00034483155,0.00023461104,0.000069573805,0.006646907],"genre_scores_gemma":[0.98561203,0.008212328,0.0026358187,0.00034851104,0.000098646095,0.00017997019,0.00024091653,0.000010546431,0.002661199],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9999181,0.000016056601,0.0000069867956,0.000020808451,0.000017652763,0.000020408821],"domain_scores_gemma":[0.99995744,0.0000067972446,0.000009880647,0.0000060201073,0.000007435882,0.000012394821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020708743,0.00018722049,0.00060127553,0.00021303355,0.00025784533,0.00035795363,0.00034389223,0.00023598659,0.002649703],"category_scores_gemma":[0.00019070659,0.00009399734,0.00035856394,0.0002538733,0.00019730728,0.00042833155,0.0002684895,0.0005800464,0.00024311624],"study_design_candidate":"nonrandomized_trial","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":[0.018144293,0.0063688783,0.012009,0.00208713,0.00056179165,0.00074764603,0.0003310756,0.002590251,0.19664335,0.003050327,0.0048245997,0.7526417],"study_design_scores_gemma":[0.025091574,0.25340965,0.16993345,0.0014811436,0.006988642,0.0141691305,0.001555506,0.017929377,0.25522333,0.005667076,0.24829765,0.00025337722],"about_ca_topic_score_codex":0.00068450725,"about_ca_topic_score_gemma":0.0033222293,"teacher_disagreement_score":0.002649703,"about_ca_system_score_codex":0.00039832032,"about_ca_system_score_gemma":0.00063787965,"threshold_uncertainty_score":0.008864105},"labels":[],"label_agreement":null},{"id":"W4403931912","doi":"10.36401/jipo-24-23","title":"A Comprehensive Exploration of Agents Targeting Tumor Microenvironment: Challenges and Future Perspectives","year":2024,"lang":"en","type":"review","venue":"Journal of Immunotherapy and Precision Oncology","topic":"CAR-T cell therapy research","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":"Vitalité Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Tumor microenvironment; Engineering ethics; Computer science; Process management; Medicine; Business; Cancer research; Engineering; Tumor cells","score_opus":0.10760450098204283,"score_gpt":0.4100770395047811,"score_spread":0.30247253852273825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403931912","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011202254,0.9982572,0.000166764,0.00051579095,0.00017774518,0.0000051005895,0.000011616922,0.00000663453,0.000747058],"genre_scores_gemma":[0.00066118484,0.9979721,0.00026763714,0.000398395,0.00018832886,0.000009669681,0.000021916261,0.0000018606573,0.00047904684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997881,0.000047331243,0.000027217604,0.00003256353,0.00007655163,0.000028320945],"domain_scores_gemma":[0.99957997,0.00022943625,0.000041633928,0.000012241146,0.00010332453,0.00003342315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008579219,0.00078154105,0.0017093291,0.001905467,0.00026437317,0.0013168455,0.0008661098,0.0015032981,0.0034539602],"category_scores_gemma":[0.000778885,0.00029841845,0.00065765926,0.0014743493,0.00047790055,0.0022534311,0.00069338863,0.0029575329,0.0017428185],"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":[0.00009933936,0.00012694373,0.00009770034,0.017511271,0.00008051102,0.00028272634,0.0000890378,0.0005503459,0.004179602,0.007492935,0.027209878,0.94227976],"study_design_scores_gemma":[0.000025756468,0.00019281663,0.00033377708,0.0034888803,0.00009377374,0.0011426214,0.00006690442,0.0001573725,0.0007665113,0.0024479635,0.99126476,0.000018817702],"about_ca_topic_score_codex":0.00070881407,"about_ca_topic_score_gemma":0.0016283395,"teacher_disagreement_score":0.0034539602,"about_ca_system_score_codex":0.00059402286,"about_ca_system_score_gemma":0.0012290599,"threshold_uncertainty_score":0.011554658},"labels":[],"label_agreement":null},{"id":"W4413680467","doi":"10.36401/jipo-24-35","title":"Prevalence of Molecular Mutations in Non–Small Cell Lung Cancer and Current Treatment Approaches in the MENA Region: Systematic Review and Expert Opinion","year":2025,"lang":"en","type":"review","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":2,"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":"Pfizer; Microsoft","keywords":"Expert opinion; Lung cancer; Cancer; Medicine; Current (fluid); Systematic review; Oncology; Political science; MEDLINE; Intensive care medicine; Internal medicine; Engineering","score_opus":0.06732499684879138,"score_gpt":0.4350480169799695,"score_spread":0.3677230201311781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413680467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032875072,0.9935962,0.00017222177,0.00088349043,0.00012670878,0.0001489503,0.0012997403,0.0000056953877,0.00047938805],"genre_scores_gemma":[0.045644134,0.95113224,0.00071080454,0.0012783516,0.00013406143,0.00033282567,0.0006563944,0.00000551338,0.00010566597],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9920765,0.0023335707,0.003474718,0.0006450868,0.001221131,0.00024897972],"domain_scores_gemma":[0.9544292,0.033363264,0.008061141,0.0004110101,0.003410126,0.00032534823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009782865,0.00064424874,0.0040241596,0.011356643,0.00044718306,0.0017312248,0.0013779649,0.0013778683,0.0029879273],"category_scores_gemma":[0.043592714,0.000585516,0.0050338274,0.010540026,0.0007705755,0.001898114,0.00096393947,0.00073315884,0.00021654653],"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":[0.00015482305,0.000011131558,0.0061707254,0.94392395,0.007639923,0.0002201724,0.00047465303,0.00012520625,0.00026878912,0.00034237144,0.002888054,0.037780188],"study_design_scores_gemma":[0.0001412563,0.00009973667,0.017956173,0.9097712,0.047886167,0.0007941012,0.00091965415,0.00012701318,0.00019931866,0.00036845938,0.021690631,0.000046312955],"about_ca_topic_score_codex":0.009469678,"about_ca_topic_score_gemma":0.029086623,"teacher_disagreement_score":0.011356643,"about_ca_system_score_codex":0.0023865574,"about_ca_system_score_gemma":0.008707503,"threshold_uncertainty_score":0.051737368},"labels":[],"label_agreement":null},{"id":"W4414011763","doi":"10.36401/jipo-25-11","title":"Circulating Tumor DNA as a Prognostic Biomarker for Selecting Participants to Early Phase Clinical Trials","year":2025,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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":"Loxo Oncology; Chugai Pharmaceutical; Foundation Medicine; Sierra Oncology; Servier; Ministry of Minority Affairs; European Society for Medical Oncology; Astellas Pharma; Eisai; Cancer Research UK; Seagen; Actuate Therapeutics; Pfizer; Incyte; NuCana; Moderna; Tarveda Therapeutics; Taiho Pharmaceutical; Christie Charity; MacroGenics; Sarcoma UK; Sanofi; GlaxoSmithKline; Amgen; Carrick Therapeutics; AstraZeneca; Ignyta; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Biomarker; Oncology; Clinical trial; Medicine; Circulating tumor DNA; Internal medicine; Computational biology; Cancer; Biology; Genetics","score_opus":0.11784694950011405,"score_gpt":0.4979265712615337,"score_spread":0.3800796217614197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414011763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497011,0.007976843,0.026847597,0.0032765525,0.00039762096,0.0020416793,0.0025456478,0.0004011412,0.0068119415],"genre_scores_gemma":[0.9785679,0.0004620331,0.017949462,0.000543282,0.00020239803,0.0011590569,0.0007051777,0.000028188391,0.00038247457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9824723,0.011974036,0.0019002096,0.0011743493,0.0018597882,0.00061939546],"domain_scores_gemma":[0.93862754,0.036907006,0.01692148,0.0016447246,0.0036713348,0.0022279115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040430967,0.00046956472,0.0007790702,0.0015358126,0.00057584775,0.002223221,0.00085047743,0.0011916012,0.003911166],"category_scores_gemma":[0.061473653,0.0002515626,0.00062638486,0.0013060544,0.0005778202,0.0015035928,0.0007413187,0.0007761857,0.0008848158],"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":[0.013405705,0.0003824938,0.83148587,0.00057200855,0.00030369384,0.00019105167,0.0003626855,0.0012078016,0.005683927,0.00090550573,0.004215163,0.14128414],"study_design_scores_gemma":[0.0027161287,0.015500414,0.9196006,0.0008323779,0.000831843,0.0022085614,0.0004972548,0.015786795,0.0149438605,0.0066767456,0.020260748,0.00014460186],"about_ca_topic_score_codex":0.00017157989,"about_ca_topic_score_gemma":0.000348831,"teacher_disagreement_score":0.040430967,"about_ca_system_score_codex":0.00048297978,"about_ca_system_score_gemma":0.001132979,"threshold_uncertainty_score":0.21382195},"labels":[],"label_agreement":null}]}