{"id":"W2912769669","doi":"10.1016/j.adaj.2018.10.024","title":"Opioid prescribing by dentists in Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Medical prescription; Medicine; Opioid; Codeine; Acetaminophen; Tramadol; Oxycodone; Family medicine; Emergency medicine; Anesthesia; Morphine; Internal medicine; Pharmacology; Analgesic","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005138855,0.0003749077,0.0004147901,0.002254933,0.005181354,0.001906393,0.001696729,0.0009898748,0.005564904],"category_scores_gemma":[0.002966321,0.0007028332,0.0006347343,0.006471876,0.0009490583,0.0004940036,0.001305392,0.001410489,0.0006313617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05128708,"about_ca_system_score_gemma":0.09216585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969845,"about_ca_topic_score_gemma":0.9991971,"domain_scores_codex":[0.9986504,0.0001321877,0.0001237652,0.0001136579,0.0004673761,0.0005126054],"domain_scores_gemma":[0.9961653,0.0002608759,0.0007047497,0.00004970948,0.001564304,0.001255091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036452,0.0001157041,0.9755155,0.0001748396,0.00008235135,0.0006128614,0.003572292,0.0002070151,0.0004480736,0.0003135116,0.006628906,0.01222537],"study_design_scores_gemma":[0.00002895372,0.00005003541,0.9818159,0.0002734436,0.00005190618,0.000341808,0.01238517,0.0004312253,0.0001329971,0.00006499743,0.004396388,0.00002699532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738985,0.004167238,0.0001224067,0.005030077,0.00009841301,0.0001506771,0.005091063,0.00003935115,0.01140236],"genre_scores_gemma":[0.9866472,0.004113883,0.0004248219,0.0018737,0.00004209425,0.00004481204,0.0008377275,0.00002422859,0.00599157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05128708,"threshold_uncertainty_score":0.3721156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004780405369102175,"score_gpt":0.217072185323429,"score_spread":0.2122917799543268,"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."}}