{"id":"W4413911580","doi":"10.1097/ccm.0000000000006732","title":"Bayesian Probabilities and Thresholds in Meta-Analyses and Randomized Trials in Critical Care Research","year":2025,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Anesthesiology; Epidemiology; Intensive care unit; Family medicine; Population; Gerontology; Psychiatry; Environmental health; Internal medicine","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":[0.01022331,0.0002639214,0.003490231,0.0008279351,0.0001023508,0.00003968651,0.00009400808,0.0002358338,0.0001582379],"category_scores_gemma":[0.08324576,0.0001609736,0.0002243253,0.0005652218,0.002621783,0.00006438577,0.00007652829,0.0007832743,8.081253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016128,"about_ca_system_score_gemma":0.0002208389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008254146,"about_ca_topic_score_gemma":0.0001683915,"domain_scores_codex":[0.9939806,0.003090461,0.001182368,0.0005937652,0.0006267921,0.0005259956],"domain_scores_gemma":[0.9743829,0.02423879,0.00002483303,0.0004119032,0.0006470399,0.0002945572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1079481,0.001105164,0.1320049,0.04563668,0.003988473,0.003033645,0.08496328,0.00001042982,0.005720701,0.5531265,0.002150895,0.06031119],"study_design_scores_gemma":[0.409934,0.003568645,0.01441612,0.009299585,0.02230917,0.0001786842,0.2953716,0.002230314,0.003366724,0.2356311,0.002541237,0.001152848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624516,0.3111191,0.00168158,0.103566,0.0006999604,0.0033843,0.00003126965,0.00009983504,0.01696642],"genre_scores_gemma":[0.9975802,0.0004672515,0.0007150791,0.0004610214,0.0002531028,0.0003297012,0.00001417321,0.00001841496,0.0001610209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4351287,"threshold_uncertainty_score":0.9660068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.411473286454508,"score_gpt":0.5851187174711706,"score_spread":0.1736454310166626,"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."}}