{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008169187,0.0002973857,0.0003914763,0.0001160676,0.0002427969,0.00003363225,0.00005132784,0.00005949488,0.0004566135],"category_scores_gemma":[0.00003045166,0.0002257654,0.0002432243,0.0002100771,0.0000679108,0.0001357485,0.0000814915,0.0002988077,0.00001778438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005703171,"about_ca_system_score_gemma":0.0001916095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001779566,"about_ca_topic_score_gemma":0.00006386707,"domain_scores_codex":[0.9982955,0.000110139,0.0002109723,0.0003998448,0.0005849692,0.0003985465],"domain_scores_gemma":[0.9992047,0.00005220267,0.00009554124,0.0004189584,0.00004841735,0.0001801638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004315229,0.001245306,0.9908897,0.00002014847,0.0005456473,0.0004571216,0.003552259,0.00009132456,0.00002026489,0.00001090792,0.0006834663,0.002052367],"study_design_scores_gemma":[0.001985417,0.00296618,0.9870512,0.0000420749,0.0004073778,0.00002330292,0.001921915,0.00005251914,0.00002048987,0.00000305164,0.005260924,0.000265514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975948,0.0006454275,0.000002810136,0.0003814248,0.00009438609,0.0006744621,0.00006095253,0.0001381271,0.0004076173],"genre_scores_gemma":[0.9961252,0.00002531232,0.00007071838,0.0006201483,0.0000212242,0.0002642244,0.000399229,0.00006637084,0.002407578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004577458,"threshold_uncertainty_score":0.9206444,"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."}}