{"id":"W6889051056","doi":"10.25384/sage.c.4106678.v1","title":"Pattern of Opioid Analgesic Prescription for Adults by Dentists in Nova Scotia, Canada","year":2018,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Opioid; Nova scotia; Analgesic; Pharmacy; Observational study; Codeine","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0003957002,0.0003089828,0.0003688169,0.002159594,0.00239614,0.001066757,0.001107476,0.0004622291,0.001823053],"category_scores_gemma":[0.001925235,0.0004154037,0.0005099645,0.004939949,0.0007330942,0.0003037196,0.0009785546,0.0004865415,0.000280358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02139307,"about_ca_system_score_gemma":0.02964115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935163,"about_ca_topic_score_gemma":0.9966731,"domain_scores_codex":[0.9990044,0.0000628918,0.0001345028,0.0001610726,0.0003339711,0.0003032571],"domain_scores_gemma":[0.997125,0.0001395817,0.0008017063,0.00006101646,0.00113144,0.0007411719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003584589,0.00002012303,0.9963111,0.00005015172,0.00002465114,0.00017211,0.0004183151,0.00004228042,0.0001434669,0.00002935091,0.0008826645,0.001869944],"study_design_scores_gemma":[0.000004748728,0.00001793623,0.9978084,0.00004728823,0.00001258394,0.0001694831,0.001204162,0.0001359161,0.00004373367,0.000005827636,0.0005428977,0.00000719744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9854249,0.001704808,0.00007013183,0.0005349184,0.0000244869,0.0001125324,0.008175272,0.00001442969,0.003938631],"genre_scores_gemma":[0.9960989,0.001152106,0.000148971,0.0002210344,0.000009503548,0.0000231469,0.001414059,0.000004745757,0.0009274775],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02139307,"threshold_uncertainty_score":0.1552184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270811088825117,"score_gpt":0.3016036887464176,"score_spread":0.2688955778581664,"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."}}