{"id":"W2087266312","doi":"10.1371/journal.pone.0058711","title":"Treatment Success in Cancer: Industry Compared to Publicly Sponsored Randomized Controlled Trials","year":2013,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Clinical trial; Internal medicine; Meta-analysis; Odds ratio; Cancer; Physical therapy","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","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03296724,0.0008225313,0.04183481,0.001142002,0.00006245149,0.000189272,0.0007013389,0.003022524,0.003578107],"category_scores_gemma":[0.2836939,0.000459666,0.002792704,0.0009769733,0.0002966984,0.00007484286,0.0002210847,0.005410957,0.0004874406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590161,"about_ca_system_score_gemma":0.005194441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880713,"about_ca_topic_score_gemma":0.0008861062,"domain_scores_codex":[0.9795412,0.009462974,0.006408341,0.001143562,0.002546024,0.0008978664],"domain_scores_gemma":[0.715147,0.2763264,0.002730189,0.002348119,0.001829858,0.001618496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4197181,0.02127586,0.0006005213,0.06568938,0.05300839,0.0003511164,0.000263549,0.00000176906,0.000017544,0.001273235,0.001054049,0.4367465],"study_design_scores_gemma":[0.7797387,0.0006565982,0.00001175404,0.1195615,0.02389611,0.000005422333,0.00002718114,0.00006735731,0.00002960062,0.0003474814,0.07502393,0.0006343785],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002655254,0.9467532,0.00000138935,0.006128791,0.0001748049,0.04121824,0.0001683486,0.00008523736,0.002814749],"genre_scores_gemma":[0.0001846176,0.9369343,0.0006239714,0.0002583149,0.0008484661,0.03468899,0.0001733041,0.0001160755,0.02617195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4361121,"threshold_uncertainty_score":0.9997855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.827421612368189,"score_gpt":0.6248824198318932,"score_spread":0.2025391925362958,"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."}}