{"id":"W4283661399","doi":"10.1111/anae.15783","title":"Factors associated with persistent opioid use 6–12 months after primary total knee arthroplasty","year":2022,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Morphine; Anesthesia; Arthroplasty; Medical prescription; Body mass index; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210862,0.0002205435,0.0004244955,0.0004813645,0.0004294004,0.000664911,0.0003949674,0.0005922407,0.002030764],"category_scores_gemma":[0.003960253,0.0002196807,0.0007322514,0.0009695662,0.0004016621,0.0003517611,0.0006053812,0.001125948,0.0002118189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118359,"about_ca_system_score_gemma":0.0005373565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007264202,"about_ca_topic_score_gemma":0.009379321,"domain_scores_codex":[0.9993401,0.000131979,0.0001320395,0.00008082396,0.0001594247,0.0001557085],"domain_scores_gemma":[0.9944213,0.001177657,0.00317625,0.0001846113,0.0002847009,0.0007553849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403235,0.0000409476,0.9986579,0.00001329139,0.00003565513,0.0001426416,0.00004128982,0.00002531529,0.0001213338,0.000003894455,0.00003088353,0.0007464999],"study_design_scores_gemma":[0.000002870097,0.00009508019,0.9994442,0.00000712444,0.00001233767,0.0002587014,0.00008263744,0.00004225524,0.00001329303,0.000004482718,0.00003481787,0.000002188702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986179,0.0009054707,0.00004238704,0.00006816167,0.000008340067,0.000006041551,0.000127193,0.000003704781,0.0002206594],"genre_scores_gemma":[0.9995716,0.0001575789,0.00002485109,0.00001827886,0.00001409191,0.00000302502,0.000125079,0.000001607214,0.00008389219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007264202,"threshold_uncertainty_score":0.01444381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861819693441025,"score_gpt":0.2159796332337832,"score_spread":0.1973614362993729,"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."}}