{"id":"W2751039941","doi":"10.1016/j.clgc.2017.08.019","title":"Screen Failure Rates in Contemporary Randomized Clinical Phase II/III Therapeutic Trials in Genitourinary Malignancies","year":2017,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Genitourinary system; Oncology; Internal medicine; Clinical trial; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1138913,0.0007428604,0.007271207,0.0004760733,0.0005787996,0.0002005816,0.001818119,0.002258184,0.001088814],"category_scores_gemma":[0.1401184,0.0005701152,0.002650299,0.0003824689,0.00453465,0.0005045945,0.001480478,0.007789188,0.00009930105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873848,"about_ca_system_score_gemma":0.004288394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142092,"about_ca_topic_score_gemma":0.001144928,"domain_scores_codex":[0.9748427,0.01027595,0.009961373,0.001994506,0.001621446,0.001304026],"domain_scores_gemma":[0.8886763,0.1029253,0.002869809,0.003445887,0.0009177497,0.001165037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4304783,0.01058622,0.4846442,0.0003861159,0.001647021,0.005674113,0.0002888544,0.000009580659,0.0004775527,0.0006699296,0.01233654,0.05280156],"study_design_scores_gemma":[0.7725145,0.007823919,0.171843,0.003674334,0.0008122267,0.00005547537,0.000440112,0.001126809,0.0004856164,0.02362022,0.01636421,0.001239619],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381348,0.01464567,0.00007380127,0.03315762,0.002476527,0.004913399,0.00009373536,0.000113517,0.006390854],"genre_scores_gemma":[0.9603916,0.02167612,0.001126768,0.003604075,0.004736769,0.0008112544,0.00005237239,0.0001243462,0.007476736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420361,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6998276852707463,"score_gpt":0.6579835191735466,"score_spread":0.04184416609719976,"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."}}