{"id":"W3030995756","doi":"10.1001/jamainternmed.2020.1670","title":"Characteristics of Contemporary Randomized Clinical Trials and Their Association With the Trial Funding Source in Invasive Cardiovascular Interventions","year":2020,"lang":"en","type":"review","venue":"JAMA Internal Medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Clinical trial; Association (psychology); Gerontology; Internal medicine; Physical therapy; Nursing","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":["metaresearch"],"category_scores_codex":[0.589774,0.001440215,0.004540571,0.01082751,0.002031868,0.009480809,0.003052463,0.005288553,0.006081677],"category_scores_gemma":[0.8499984,0.001471529,0.007895827,0.02314066,0.005658146,0.009168583,0.003884364,0.004722917,0.001052027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004767736,"about_ca_system_score_gemma":0.009393398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006895091,"about_ca_topic_score_gemma":0.001091124,"domain_scores_codex":[0.168566,0.4616584,0.2971447,0.01635478,0.05441329,0.001862901],"domain_scores_gemma":[0.03362719,0.7368532,0.1822604,0.02693332,0.01906491,0.001260916],"domain_codex":"methods","domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01718275,0.0005006181,0.6686862,0.0459907,0.03591423,0.0005243616,0.003253329,0.004593735,0.0009869791,0.01706049,0.01059687,0.1947098],"study_design_scores_gemma":[0.0124233,0.008616298,0.6969445,0.0559095,0.04467595,0.007177582,0.003128181,0.01701275,0.003949592,0.05578276,0.09354616,0.0008333591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2883307,0.3971175,0.1979204,0.03386958,0.002864299,0.03633943,0.0248487,0.0008235655,0.01788598],"genre_scores_gemma":[0.7999054,0.02434141,0.1191064,0.007232505,0.001714123,0.04014467,0.006432543,0.000434272,0.0006887316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.410226,"threshold_uncertainty_score":0.5058817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7271461190012972,"score_gpt":0.6178504072938715,"score_spread":0.1092957117074257,"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."}}