{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004234584,0.0002311458,0.000684069,0.003474236,0.0005821979,0.001487347,0.0006869461,0.0005437705,0.004099851],"category_scores_gemma":[0.01352432,0.0002275411,0.001275721,0.005796868,0.000327653,0.001055064,0.0009148381,0.001264803,0.001200436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00404589,"about_ca_system_score_gemma":0.005194701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009173727,"about_ca_topic_score_gemma":0.01550489,"domain_scores_codex":[0.996365,0.0004880107,0.0009517081,0.0005316735,0.001298108,0.0003654929],"domain_scores_gemma":[0.9851472,0.003819409,0.007210562,0.0003767571,0.002514331,0.0009316761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004852863,0.0004245311,0.464845,0.005114212,0.001114346,0.0005160939,0.0003807314,0.001669131,0.001940691,0.002154449,0.0420916,0.4748963],"study_design_scores_gemma":[0.0006339115,0.001202795,0.7908022,0.001844074,0.001329033,0.001983116,0.0002629281,0.001188947,0.003620318,0.0006699176,0.1964126,0.00005002341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6437489,0.1928613,0.003986783,0.008177946,0.000549162,0.00155221,0.09846561,0.0003301297,0.05032802],"genre_scores_gemma":[0.8280892,0.07133436,0.005509081,0.004187196,0.0006692225,0.00115175,0.07752404,0.00009232716,0.01144284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009173727,"threshold_uncertainty_score":0.02935511,"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."}}