{"id":"W4411712575","doi":"10.1007/978-3-031-87083-5_11","title":"Randomized Controlled Trial Comparing Surgical Interventions","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Randomized controlled trial; Psychological intervention; Medicine; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.02048222,0.001454734,0.003905076,0.0007400682,0.0003067977,0.001259446,0.001518378,0.003202818,0.06950334],"category_scores_gemma":[0.05001023,0.0006648806,0.003625233,0.0006861897,0.000819198,0.001778569,0.0008416557,0.004745932,0.003833958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056035,"about_ca_system_score_gemma":0.001685646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008005602,"about_ca_topic_score_gemma":0.002125074,"domain_scores_codex":[0.9697657,0.02667596,0.001470746,0.0006722865,0.001130919,0.0002844274],"domain_scores_gemma":[0.9499624,0.04711013,0.001320124,0.0007627023,0.0004705835,0.0003740847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3728421,0.002595918,0.0007997893,0.0756672,0.03355495,0.0002857216,0.0002699834,0.003286166,0.0008385546,0.06391437,0.1344256,0.3115198],"study_design_scores_gemma":[0.7910166,0.01871646,0.001622897,0.01506471,0.02269145,0.0002277273,0.0001538076,0.007621146,0.0007341836,0.05185968,0.09016149,0.0001298586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.05524905,0.3457029,0.1287485,0.05734568,0.1035878,0.05488659,0.02342691,0.002394591,0.228658],"genre_scores_gemma":[0.3259266,0.0939778,0.156843,0.08101944,0.02334888,0.1052077,0.00610787,0.0007182249,0.2068505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06950334,"threshold_uncertainty_score":0.2325118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209871253936807,"score_gpt":0.3259348648198816,"score_spread":0.2838361522805135,"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."}}