{"id":"W2749146004","doi":"10.1002/cncr.30919","title":"Drug development for breast, colorectal, and non–small cell lung cancers from 1979 to 2014","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Western University; University of Calgary","funders":"University of Calgary","keywords":"Medicine; Breast cancer; Colorectal cancer; Oncology; Lung cancer; Internal medicine; Cancer; Clinical trial; Drug development; Drug; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008295495,0.0001812546,0.0004943396,0.00002385145,0.0002663847,0.0001015239,0.0003518895,0.0000982479,0.0003888346],"category_scores_gemma":[0.004536236,0.0001584716,0.00005703537,0.0000231589,0.00009732997,0.0000417911,0.0001775855,0.000117733,0.00002086901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366613,"about_ca_system_score_gemma":0.0003106357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870307,"about_ca_topic_score_gemma":0.001012221,"domain_scores_codex":[0.9986281,0.00006657356,0.0004185326,0.0004278677,0.0001480363,0.0003109309],"domain_scores_gemma":[0.9916414,0.007318849,0.0002562842,0.0004235667,0.0001145753,0.0002453437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001662456,0.0002134692,0.03519845,0.00141416,0.0006052867,0.00001877112,0.00468099,0.0000276682,0.005815742,0.003692006,0.5552853,0.3913858],"study_design_scores_gemma":[0.01245748,0.0002807805,0.1720224,0.00189358,0.001100346,0.00000352655,0.0004005202,0.00231513,0.1228656,0.5964996,0.08753319,0.002627933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.835534,0.000388464,0.152723,0.001501075,0.003038135,0.002391508,0.001731384,0.00007030363,0.002622078],"genre_scores_gemma":[0.08698633,0.00007305164,0.9094411,0.0004277674,0.0006975239,0.0007600432,0.00000197171,0.00004860857,0.001563635],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.756718,"threshold_uncertainty_score":0.6462282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2817682925144993,"score_gpt":0.5075090988175017,"score_spread":0.2257408063030025,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}