{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5258678,0.002291389,0.01390409,0.01303333,0.001384551,0.01304188,0.003189909,0.009142197,0.007200442],"category_scores_gemma":[0.7874354,0.001906694,0.01820652,0.01943834,0.008026435,0.0122497,0.005721129,0.004968439,0.0006351104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00617997,"about_ca_system_score_gemma":0.006660859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467967,"about_ca_topic_score_gemma":0.002445136,"domain_scores_codex":[0.2139149,0.5803702,0.1324648,0.02000494,0.05145954,0.001785778],"domain_scores_gemma":[0.07366673,0.7401585,0.1535725,0.0146159,0.0162901,0.00169621],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0486494,0.0003009294,0.06406233,0.3683756,0.3679172,0.0003416527,0.001629086,0.001489111,0.0004894104,0.007349776,0.005401268,0.1339943],"study_design_scores_gemma":[0.06835115,0.01449239,0.09766821,0.276356,0.4755051,0.002292382,0.001865328,0.005539888,0.001172917,0.02606761,0.03005584,0.0006332268],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02929692,0.9402222,0.009201571,0.01016591,0.001921382,0.004010627,0.001801771,0.0001143327,0.00326516],"genre_scores_gemma":[0.8057168,0.1386915,0.02728907,0.009774461,0.004869424,0.01103967,0.001811205,0.0001965002,0.0006114368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860959,"threshold_uncertainty_score":0.5846895,"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."}}