{"id":"W4401382980","doi":"10.1007/s12630-024-02795-1","title":"Postoperative pain trajectory and opioid requirements after laparoscopic bariatric surgery: a single-centre historical cohort study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Ottawa; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Analgesic; Pacu; Anesthesia; Perioperative; Opioid; Cohort; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959205,0.0003874479,0.0005066565,0.0006510318,0.001029749,0.001025925,0.0006181924,0.0007018011,0.00225746],"category_scores_gemma":[0.00171134,0.0006520909,0.0008608183,0.001120013,0.0005754928,0.001027014,0.0006308104,0.00100702,0.0004300872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026461,"about_ca_system_score_gemma":0.0006115667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477623,"about_ca_topic_score_gemma":0.01465383,"domain_scores_codex":[0.9994375,0.00009513552,0.00005400957,0.0001993235,0.00006803206,0.0001459849],"domain_scores_gemma":[0.9986959,0.0001584321,0.0004331557,0.00017329,0.0001476317,0.0003916463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735582,0.00008935243,0.9986503,0.000006117887,0.0001029745,0.0001355228,0.0001258704,0.00002087242,0.0001729269,0.00001768249,0.00006774697,0.0003371903],"study_design_scores_gemma":[0.00001680485,0.0002597219,0.9986766,0.000005840026,0.00005243918,0.0003336534,0.000421508,0.00008765626,0.00002458297,0.00001776904,0.00009484665,0.000008460583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994424,0.0001001456,0.00006092885,0.00001658885,0.000005855288,0.000005726113,0.0002269748,0.000001412259,0.0001399644],"genre_scores_gemma":[0.9992419,0.00008689058,0.00005955591,0.0000240578,0.000008386607,0.000007098519,0.000433517,0.000002974534,0.0001356527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477623,"threshold_uncertainty_score":0.02938044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639365950781494,"score_gpt":0.2245715020657325,"score_spread":0.2081778425579176,"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."}}