{"id":"W4200120817","doi":"10.1177/15589447211063585","title":"Opioid Medication Disposal Among Patients Following Hand Surgery","year":2021,"lang":"en","type":"article","venue":"Hand","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Opioid; Hand surgery; Anesthesia; Physical therapy; Surgery; 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":[0.0004209145,0.0001814409,0.0003644266,0.000553147,0.0005278282,0.0006352645,0.0002171724,0.000420495,0.003167388],"category_scores_gemma":[0.004078093,0.0001600692,0.0003143073,0.000647797,0.0002756886,0.0004621987,0.0004598388,0.0005966497,0.0002041015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014268,"about_ca_system_score_gemma":0.0007282294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462535,"about_ca_topic_score_gemma":0.00344934,"domain_scores_codex":[0.9994387,0.0001029317,0.00009444859,0.00004616104,0.0001750686,0.0001427243],"domain_scores_gemma":[0.9967995,0.0006985181,0.00188506,0.00005463405,0.0002000414,0.0003622654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005154405,0.00006010109,0.9961032,0.00003785737,0.00001282363,0.0001761008,0.0003086338,0.00001733176,0.0001381123,0.00000555616,0.00007653231,0.003012198],"study_design_scores_gemma":[0.000006706578,0.0003931407,0.9963565,0.00005602618,0.00002155631,0.0009622372,0.001768506,0.0000898248,0.0000888659,0.00002015393,0.0002295021,0.000007032416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994343,0.0001920278,0.00002238242,0.00006085756,0.00000359254,0.000008285658,0.00005174878,0.000001327224,0.0002255299],"genre_scores_gemma":[0.9995598,0.0001793126,0.0000565858,0.000058094,0.000008761635,0.00000757506,0.00006348917,5.937067e-7,0.00006563067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003167388,"threshold_uncertainty_score":0.01059598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106292773050941,"score_gpt":0.2494124554295953,"score_spread":0.2387831781245012,"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."}}