{"id":"W3033929921","doi":"10.31124/advance.12401960.v1","title":"Critical and Comprehensive Ethical Analysis on Pragmatic Randomized Controlled Trials","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; Randomized controlled trial; Conflict of interest; Informed consent; Ethical issues; Psychology; Alternative medicine; Medicine; Political science; Law; Engineering","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":[],"category_scores_codex":[0.5882489,0.003416242,0.008373383,0.01151559,0.006011192,0.01584027,0.006280673,0.02209734,0.006751238],"category_scores_gemma":[0.8199161,0.002857224,0.005040555,0.006537085,0.0299856,0.01518175,0.008232644,0.02519172,0.001775108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01689402,"about_ca_system_score_gemma":0.04087283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167935,"about_ca_topic_score_gemma":0.001290392,"domain_scores_codex":[0.2296806,0.6583961,0.05295769,0.007292038,0.04935237,0.002321091],"domain_scores_gemma":[0.07677809,0.8419142,0.01725447,0.02266558,0.03983894,0.001548627],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005504773,0.0000594723,0.0002676832,0.01800431,0.001113076,0.000721659,0.005664737,0.002172707,0.0003633731,0.8067487,0.1009547,0.06337909],"study_design_scores_gemma":[0.0003617035,0.00009122397,0.0001718458,0.02536364,0.0003220325,0.0002404064,0.0006608583,0.00327182,0.0005753967,0.8547549,0.1140642,0.0001220716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001850068,0.06565563,0.3895206,0.4613319,0.04346558,0.01875815,0.001041655,0.0004206324,0.01795577],"genre_scores_gemma":[0.0580132,0.02567656,0.697897,0.1328246,0.03113693,0.05067772,0.0003797582,0.000400334,0.002993787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5882489,"threshold_uncertainty_score":0.5077624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5019735404219623,"score_gpt":0.6265043839644474,"score_spread":0.1245308435424851,"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."}}