{"id":"W4225271910","doi":"10.1542/peds.2021-054729","title":"Trends in Routine Opioid Dispensing After Common Pediatric Surgeries in the United States: 2014–2019","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute on Drug Abuse","keywords":"Medicine; Opioid; MEDLINE; Family medicine; Pediatrics; Emergency medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008228967,0.0002074959,0.0002865239,0.001092623,0.0002824533,0.0007091096,0.0005047452,0.0003066115,0.002115526],"category_scores_gemma":[0.004215626,0.000233809,0.0007490105,0.001907457,0.000167472,0.0006746231,0.0007387227,0.001134543,0.0003410171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000799845,"about_ca_system_score_gemma":0.001120679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05196346,"about_ca_topic_score_gemma":0.0726809,"domain_scores_codex":[0.9990427,0.0001511241,0.0001442358,0.0002512304,0.0002353741,0.0001754194],"domain_scores_gemma":[0.9966075,0.0007148522,0.001680202,0.0001430807,0.0005940784,0.0002602838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007792098,0.00003073145,0.9932752,0.00004216417,0.0001360106,0.00003199523,0.00008365697,0.0002504907,0.0001027529,0.0000964198,0.001860913,0.004011648],"study_design_scores_gemma":[0.000004546282,0.00004546258,0.9969797,0.00003038433,0.00004600805,0.0001043451,0.0002104572,0.001027704,0.0001249944,0.00003375973,0.001386357,0.000006279645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742115,0.001312113,0.0007271689,0.0007292481,0.00005710709,0.00001860299,0.02093936,0.00009927118,0.001905707],"genre_scores_gemma":[0.9867534,0.0005574707,0.0005616383,0.0002832564,0.00005916768,0.00003075663,0.01111329,0.0000304345,0.0006105597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05196346,"threshold_uncertainty_score":0.103322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125565711310815,"score_gpt":0.2679525693460082,"score_spread":0.2553959982149267,"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."}}