{"id":"W2160116963","doi":"10.1200/jco.2010.33.3922","title":"Compendium of Unpublished Phase III Trials in Oncology: Characteristics and Impact on Clinical Practice","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"American Society of Clinical Oncology; Sanofi; Exelixis; AstraZeneca","keywords":"Medicine; Clinical trial; Compendium; Clinical Oncology; Alternative medicine; MEDLINE; Cancer; Internal medicine; Family medicine; Clinical Practice; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.2454223,0.000270862,0.00783086,0.0004903984,0.00003721568,0.00001895682,0.0005457117,0.002597558,0.0007887614],"category_scores_gemma":[0.7068669,0.000170012,0.001412583,0.000339235,0.001674248,0.0003174229,0.0002568289,0.01130618,0.00002921511],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001001,"about_ca_system_score_gemma":0.01044007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007389457,"about_ca_topic_score_gemma":0.00005480926,"domain_scores_codex":[0.9640409,0.01331636,0.01995502,0.0005656247,0.001536327,0.0005857938],"domain_scores_gemma":[0.3481464,0.6226531,0.02077368,0.001015679,0.00514343,0.002267771],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3128514,0.05657106,0.2177672,0.0001625785,0.002242068,0.006692897,0.0005924479,7.910805e-7,0.0001636783,0.004073569,0.009898139,0.3889842],"study_design_scores_gemma":[0.08458736,0.2251969,0.6201191,0.000612991,0.001295027,0.0007848854,0.0006202976,0.00009554699,0.00007457437,0.007121396,0.05927548,0.0002163896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502232,0.0002060003,0.000117988,0.01598099,0.002851712,0.000632487,0.00002096971,0.000009511886,0.02995711],"genre_scores_gemma":[0.971837,0.006256239,0.01370855,0.005889197,0.002069569,0.000004752846,0.000005699961,0.00003147732,0.000197477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6158945,"threshold_uncertainty_score":0.9986973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.837188135174939,"score_gpt":0.7522143554525743,"score_spread":0.08497377972236464,"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."}}