{"id":"W3135471346","doi":"10.21037/tau-20-1121","title":"Patterns of opioid prescription post ureteroscopy among members of the Endourological Society","year":2021,"lang":"en","type":"article","venue":"Translational Andrology and Urology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Opioid; Medical prescription; Odds ratio; Ureteroscopy; Confidence interval; Internal medicine; Family medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001163267,0.0001062841,0.0001557763,0.001016077,0.0005252706,0.0005341883,0.0003731171,0.0003872734,0.00211243],"category_scores_gemma":[0.004734391,0.0001332705,0.0002753014,0.001194246,0.0003821341,0.0004735159,0.0006582305,0.0003487582,0.0002526452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005804523,"about_ca_system_score_gemma":0.001241918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03100944,"about_ca_topic_score_gemma":0.04149582,"domain_scores_codex":[0.9988467,0.0003257448,0.0001547985,0.0001233223,0.0003421947,0.0002072591],"domain_scores_gemma":[0.9928636,0.0009638022,0.003558652,0.0001564101,0.0009688528,0.001488613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008591531,0.00001473529,0.9978597,0.000009601827,0.000008283878,0.00002503703,0.0004965527,0.00001244749,0.000065241,0.000006890978,0.0001187534,0.0013743],"study_design_scores_gemma":[0.000001256815,0.00004365183,0.9972557,0.0000229198,0.000004013589,0.0001713088,0.002042067,0.00006132966,0.00003238869,0.000005790812,0.0003564027,0.000003116036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985064,0.0001610145,0.00004616009,0.000297581,0.000004534351,0.000008169876,0.0001790919,0.000002482601,0.0007946938],"genre_scores_gemma":[0.9991942,0.0002391895,0.00009182158,0.00009756968,0.000008467802,0.000008655747,0.0001552377,0.000001417888,0.0002034724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100944,"threshold_uncertainty_score":0.06165791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101171957515259,"score_gpt":0.2429009841783502,"score_spread":0.2318892646031976,"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."}}