{"id":"W2963591220","doi":"10.1111/acem.13628","title":"Opioid Use and Misuse Three Months After Emergency Department Visit for Acute Pain","year":2019,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Emergency department; Opioid; Medical prescription; Confidence interval; Retrospective cohort study; Prospective cohort study; Chronic pain; Cohort study; Emergency medicine; Oxycodone; Pediatrics; Internal medicine; Physical therapy; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000707152,0.000568048,0.0008440939,0.0002291322,0.00009316337,0.000001524084,0.0002080366,0.0003654415,0.004159398],"category_scores_gemma":[0.0004414952,0.0004332236,0.0002093519,0.0003373181,0.00008178076,0.000267786,0.0001092623,0.0004800906,0.0001390656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227661,"about_ca_system_score_gemma":0.00007956225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732344,"about_ca_topic_score_gemma":0.00004998037,"domain_scores_codex":[0.9964113,0.00007638807,0.001252987,0.0008862499,0.0006073351,0.0007657528],"domain_scores_gemma":[0.9980832,0.0001554734,0.0002730877,0.0007675213,0.0002243598,0.0004963834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009217971,0.0001946151,0.9414243,0.0005370578,0.0008739418,0.00002549847,0.00156603,0.000001288341,0.004346815,0.0001954391,0.04779841,0.002114776],"study_design_scores_gemma":[0.01022798,0.004635429,0.8662574,0.0009281513,0.003784486,0.00004247016,0.0006737096,0.001328958,0.0007299777,0.002687995,0.1077132,0.000990254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614846,0.02705923,0.0006675032,0.00426222,0.001973779,0.00398526,0.00008992378,0.0001423278,0.000335189],"genre_scores_gemma":[0.9240096,0.06310354,0.0009482898,0.001175919,0.0009590398,0.001380643,0.0004855378,0.000163563,0.007773856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07516696,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541779450533929,"score_gpt":0.3309719362648144,"score_spread":0.3055541417594751,"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."}}