{"id":"W4407780992","doi":"10.1007/s12630-025-02910-w","title":"Pain profiles and opioid consumption following joint replacement surgery: a prospective observational cohort study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; North York General Hospital; University of Toronto; University of Ottawa; Toronto Western Hospital; Ottawa Hospital; Queen's University","funders":"","keywords":"Observational study; Medicine; Opioid; Prospective cohort study; Cohort study; Anesthesia; 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":[0.0008017428,0.00053549,0.00069274,0.0008334042,0.001044076,0.001356934,0.0007134951,0.001318596,0.002260374],"category_scores_gemma":[0.002118389,0.00104366,0.001454163,0.001848993,0.0004840438,0.001124357,0.0007742307,0.002032525,0.0005535574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685527,"about_ca_system_score_gemma":0.000970117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02574751,"about_ca_topic_score_gemma":0.03402419,"domain_scores_codex":[0.9991099,0.0001671698,0.0001024726,0.0002284036,0.0001467995,0.0002452169],"domain_scores_gemma":[0.9978163,0.0002453571,0.0008943602,0.0002037091,0.0002417594,0.0005984668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002427521,0.0001611053,0.9987356,0.000007803163,0.0001764922,0.00008678008,0.00007723814,0.00001372118,0.0001651617,0.000009760553,0.00008062115,0.0002428556],"study_design_scores_gemma":[0.00001719856,0.0001669058,0.9990963,0.000005766088,0.00005167419,0.0001516969,0.0003349856,0.0000660167,0.00001378367,0.00001094624,0.00007647488,0.00000831192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988077,0.0002195218,0.00006306806,0.00004808193,0.00001718407,0.00001502722,0.0006480372,0.000001758381,0.0001797968],"genre_scores_gemma":[0.998346,0.0002132627,0.0001062078,0.00009641646,0.00002354848,0.00002433938,0.0008509813,0.000003232183,0.0003359374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02574751,"threshold_uncertainty_score":0.05119526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146393734077708,"score_gpt":0.2554580993425796,"score_spread":0.2339941620018025,"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."}}