{"id":"W4415439012","doi":"10.1302/1358-992x.2025.10.065","title":"OPIOID PRESCRIPTION PATTERNS AND FACTORS AFFECTING PAIN CONTROL AFTER PAEDIATRIC KNEE ARTHROSCOPIC SURGERY: A RETROSPECTIVE COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Retrospective cohort study; Medical prescription; Pain control; Opioid; Population; Knee pain; Cohort study; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003546248,0.0004425369,0.0008835256,0.0009869903,0.0001895762,0.000134964,0.0001078721,0.0001977158,0.00004930756],"category_scores_gemma":[0.002239147,0.0004099264,0.0002021838,0.001014428,0.00008456527,0.000368164,0.0001624241,0.0005110538,0.000003542542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439168,"about_ca_system_score_gemma":0.00009847069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001546227,"about_ca_topic_score_gemma":0.00002295914,"domain_scores_codex":[0.9970971,0.0001181243,0.0006050847,0.0009219481,0.0006698184,0.0005879493],"domain_scores_gemma":[0.9986461,0.0003570032,0.0002749767,0.0002590748,0.0002680928,0.0001947288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683055,0.000294279,0.9930604,0.0006022593,0.000262157,0.00003669818,0.0005273998,3.947592e-8,0.00008053358,0.00001572937,0.002901844,0.002050426],"study_design_scores_gemma":[0.001636783,0.0006095639,0.9946834,0.0003254107,0.0008660991,0.000004580359,0.001036702,0.000167498,0.00003298462,0.0001241204,0.0002136386,0.0002991788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990037,0.0005931199,0.002725309,0.0001933386,0.0003007383,0.004514097,0.00001220416,0.0008095412,0.0008146535],"genre_scores_gemma":[0.9973485,0.0002917147,0.0001326511,0.0006536766,0.0003623735,0.0007687316,0.00001665907,0.00005031041,0.0003753281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007311556,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006240465951731941,"score_gpt":0.2366586530131343,"score_spread":0.2304181870614024,"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."}}