{"id":"W4415571140","doi":"10.1302/1358-992x.2025.11.051","title":"OPIOID PRESCRIPTION PATTERNS AND FACTORS AFFECTING PAIN CONTROL AFTER PAEDIATRIC ARTHROSCOPIC KNEE 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":"McGill University Health Centre","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":[0.003544822,0.0004425472,0.0008834109,0.0009869057,0.0001896273,0.0001349802,0.0001078796,0.0001977319,0.00004928402],"category_scores_gemma":[0.002238215,0.0004099476,0.0002021761,0.001014256,0.00008456757,0.0003681692,0.0001624203,0.0005110483,0.000003542603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439034,"about_ca_system_score_gemma":0.00009852098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552497,"about_ca_topic_score_gemma":0.0000232877,"domain_scores_codex":[0.997097,0.000118108,0.0006050767,0.0009220277,0.0006697577,0.0005879971],"domain_scores_gemma":[0.9986463,0.0003569142,0.000274972,0.0002590915,0.0002680765,0.0001947114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735333,0.0002941214,0.9930316,0.00060225,0.0002621097,0.00003649227,0.0005332569,3.953148e-8,0.00008014531,0.00001575225,0.002900253,0.002070432],"study_design_scores_gemma":[0.001681279,0.0005976693,0.9946455,0.000325429,0.0008660654,0.000004578299,0.001041898,0.0001687676,0.00003345521,0.0001241604,0.0002120513,0.0002991766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898186,0.0005899074,0.002934647,0.0001933259,0.000300586,0.004513633,0.00001220524,0.0008095174,0.000827627],"genre_scores_gemma":[0.9973404,0.0002916736,0.0001402643,0.0006535674,0.0003623352,0.0007686894,0.00001666747,0.00005031087,0.0003760355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007521906,"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."}}