{"id":"W2793569856","doi":"10.1177/2380084418761330","title":"Pattern of Opioid Analgesic Prescription for Adults by Dentists in Nova Scotia, Canada","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical prescription; Medicine; Opioid; Nova scotia; Analgesic; Family medicine; Anesthesia; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173303,0.0001183926,0.0003290254,0.000154215,0.0000489631,0.00001113902,0.0001528775,0.0001354129,0.0003925717],"category_scores_gemma":[0.0005009096,0.0001089525,0.0001199727,0.0003543336,0.0002423578,0.00006662167,0.00002007681,0.0003292599,0.00003211078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342224,"about_ca_system_score_gemma":0.001549722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3363854,"about_ca_topic_score_gemma":0.7617653,"domain_scores_codex":[0.9970939,0.0001723253,0.0007921604,0.000421903,0.00112745,0.0003922593],"domain_scores_gemma":[0.9976144,0.001135713,0.00006936028,0.0002687051,0.0007241903,0.0001876327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002255329,0.00150242,0.9173772,0.0004334637,0.0001214362,0.00001134892,0.0004031513,0.000002706358,0.0004939834,0.0001017563,0.01957597,0.05772122],"study_design_scores_gemma":[0.005944466,0.001224745,0.9857941,0.0003217219,0.00003115243,0.000001654387,0.00009177172,0.001747317,0.0007245635,0.0003680738,0.003650754,0.00009968134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927695,0.0005098782,0.000883461,0.003518613,0.0002569157,0.001332909,0.0003047244,0.000008318653,0.0004157099],"genre_scores_gemma":[0.9978973,0.00005144146,0.0007465126,0.0001657763,0.0002324028,0.00004667815,0.0004667741,0.00002221408,0.0003708756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4253799,"threshold_uncertainty_score":0.6680337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110953867483063,"score_gpt":0.4673345721141715,"score_spread":0.3562391853658652,"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."}}