{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.104527,0.0006687568,0.002770657,0.0009590312,0.000896016,0.002665652,0.0009401091,0.002543274,0.002668983],"category_scores_gemma":[0.1824759,0.0006817641,0.004773356,0.001438573,0.003112976,0.002976478,0.001421346,0.003298357,0.0004420383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378486,"about_ca_system_score_gemma":0.002282763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008854817,"about_ca_topic_score_gemma":0.001180357,"domain_scores_codex":[0.901147,0.08200143,0.006257666,0.004509831,0.005126033,0.0009580969],"domain_scores_gemma":[0.7229424,0.2214781,0.03373688,0.01271665,0.006160194,0.002965774],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4939202,0.00177641,0.1406742,0.006548856,0.02566692,0.0002176249,0.00129032,0.005510297,0.002507871,0.007493247,0.01578705,0.2986069],"study_design_scores_gemma":[0.2018393,0.1192066,0.5297813,0.004623604,0.05318824,0.002125749,0.0009728351,0.01329184,0.008555053,0.02006497,0.04596614,0.0003842436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7786011,0.1706384,0.0175954,0.009681191,0.001477786,0.003659547,0.003633037,0.0003406466,0.01437284],"genre_scores_gemma":[0.9858317,0.005354095,0.002166057,0.002928099,0.0003138059,0.001402032,0.001190362,0.00009106571,0.0007227829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.895473,"threshold_uncertainty_score":0.5527982,"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."}}