{"id":"W2115827170","doi":"10.1001/archinternmed.2007.124","title":"Better Outcomes for Patients Treated at Hospitals That Participate in Clinical Trials","year":2008,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale; Duke Clinical Research Institute; Bristol-Myers Squibb; University of Alberta; Sanofi; Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Confidence interval; Internal medicine; Acute coronary syndrome; Guideline; Clinical trial; Emergency medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.006614921,0.0002235576,0.001845171,0.0002931292,0.00004554732,0.000002589625,0.0003452429,0.0002061919,0.000233925],"category_scores_gemma":[0.1111204,0.0001358592,0.0005420592,0.0001055926,0.001495985,0.00004647557,0.0002179896,0.000953922,0.0000199547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000420703,"about_ca_system_score_gemma":0.00008794996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164797,"about_ca_topic_score_gemma":0.0001062848,"domain_scores_codex":[0.9948645,0.0006417202,0.002691111,0.0004670655,0.0008879128,0.0004476789],"domain_scores_gemma":[0.9267105,0.07147998,0.0006273931,0.0005622556,0.0002127048,0.0004072025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004146931,0.0006101115,0.982499,0.000162753,0.0002681059,0.00007619929,0.0008859771,2.340382e-7,0.0003859082,0.0001372907,0.001216216,0.009611298],"study_design_scores_gemma":[0.01487736,0.005262169,0.9703865,0.001557896,0.0001162609,0.000007264373,0.00004702914,0.0001163732,0.002093251,0.004935955,0.0004884699,0.0001114484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985642,0.0001276184,0.0001732533,0.009401798,0.0004106736,0.00111532,0.00003119444,0.0000208098,0.003077294],"genre_scores_gemma":[0.9910628,0.0009589377,0.001012139,0.002450322,0.0002875865,0.00008563264,0.0000364939,0.00003371432,0.00407235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045055,"threshold_uncertainty_score":0.896367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6035031863410777,"score_gpt":0.6159237149560711,"score_spread":0.01242052861499343,"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."}}