{"id":"W4402022900","doi":"10.1016/j.bja.2024.07.017","title":"Perioperative randomised controlled trials: to pilot or not to pilot?","year":2024,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Pilot trial; Perioperative; Medicine; Physical therapy; Randomized controlled trial; Medical physics; Surgery","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":[0.1244521,0.004849135,0.01499891,0.005207569,0.003368165,0.01362903,0.007900188,0.02922239,0.01514089],"category_scores_gemma":[0.3625261,0.003397733,0.006236774,0.005132139,0.007722903,0.008477512,0.00227916,0.03107012,0.008734272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009458253,"about_ca_system_score_gemma":0.01437401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497203,"about_ca_topic_score_gemma":0.009675661,"domain_scores_codex":[0.8870137,0.06405557,0.02176894,0.004839319,0.02017729,0.002145146],"domain_scores_gemma":[0.5093021,0.3826496,0.0293059,0.009029515,0.05309885,0.01661406],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001584999,0.00005457055,0.0001099994,0.01339226,0.001157529,0.0001187359,0.00008302862,0.00006583438,0.0001032436,0.001517405,0.9638226,0.01798982],"study_design_scores_gemma":[0.01683539,0.0008040511,0.001522729,0.02710411,0.006098489,0.0005045914,0.0003597767,0.0008345935,0.0003332213,0.01070994,0.9346832,0.0002099073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001175376,0.0456615,0.0004000071,0.08728578,0.8641083,0.0003700945,0.0002832923,0.000114601,0.001658829],"genre_scores_gemma":[0.003507862,0.0393976,0.002867819,0.1421699,0.8025429,0.001463634,0.000226873,0.000176214,0.007647276],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8755479,"threshold_uncertainty_score":0.6581736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699759960727812,"score_gpt":0.3434841631702512,"score_spread":0.3064865635629731,"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."}}