{"id":"W4392338479","doi":"10.1016/j.resplu.2024.100582","title":"Randomized controlled trials in resuscitation","year":2024,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Sunnybrook Health Science Centre; Sunnybrook Hospital; Health Sciences Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Resuscitation; Randomized controlled trial; Medicine; Intensive care medicine; Psychological intervention; Clinical trial; Research design; Emergency medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01840522,0.0002444485,0.003221541,0.001187746,0.00006789224,0.0001933324,0.0000585754,0.000184137,0.00009026819],"category_scores_gemma":[0.0228299,0.0001625858,0.001428473,0.0009403037,0.0001309302,0.0002959849,0.0000154056,0.0002921341,0.0002044349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230378,"about_ca_system_score_gemma":0.0004968881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004752756,"about_ca_topic_score_gemma":0.00002489827,"domain_scores_codex":[0.9942768,0.002203986,0.002089075,0.0004405993,0.0006975229,0.0002919984],"domain_scores_gemma":[0.9875341,0.01154506,0.0003095325,0.0002310854,0.0002479085,0.0001323092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8451232,0.0001710256,0.0007559806,0.00185666,0.002139161,0.0005085834,0.009183116,0.002344244,0.008644373,0.1020332,0.0142078,0.01303263],"study_design_scores_gemma":[0.8995318,0.00006418693,0.00732196,0.002201871,0.001543595,0.0000119741,0.001166346,0.06605292,0.0002419822,0.01811105,0.003356861,0.0003954358],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7791948,0.02123371,0.02374055,0.02944023,0.02254738,0.02023493,0.00005350555,0.001265044,0.1022898],"genre_scores_gemma":[0.9947099,0.0006334551,0.001141754,0.0002193027,0.0007994107,0.0006753681,0.0002040961,0.0000386734,0.001578005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155151,"threshold_uncertainty_score":0.9854012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341418414661371,"score_gpt":0.3517238094341865,"score_spread":0.3183096252875728,"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."}}