{"id":"W2602371320","doi":"10.1097/01.npr.0000508172.41410.3b","title":"Screening tools to assess risk of opioid abuse in the Canadian primary healthcare setting","year":2017,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Health care; Primary care; Opioid; Medicine; Primary health care; Opioid abuse; Family medicine; Political science; Internal medicine","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":[0.003922199,0.0004947523,0.0005721143,0.003938708,0.002760012,0.001139443,0.001460403,0.0005789221,0.004795743],"category_scores_gemma":[0.01799877,0.0003085304,0.0008097076,0.003837586,0.0005030101,0.0006111143,0.001317749,0.0009601837,0.000573477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01831605,"about_ca_system_score_gemma":0.04725493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9451003,"about_ca_topic_score_gemma":0.9768138,"domain_scores_codex":[0.9948928,0.0007336589,0.0005166931,0.0001956585,0.002919613,0.0007414813],"domain_scores_gemma":[0.9884695,0.001246932,0.001127828,0.0001393262,0.00769088,0.001325589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307386,0.0005792265,0.7227904,0.001162475,0.0001942243,0.0003359801,0.001921964,0.0004756654,0.0004115369,0.0009307478,0.06780224,0.2032648],"study_design_scores_gemma":[0.00004724369,0.0001397084,0.9722331,0.0008549292,0.000107257,0.0003282607,0.00158639,0.0009911022,0.0002653941,0.0002772255,0.02311327,0.00005597384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6570773,0.03704179,0.006561254,0.03687032,0.001258635,0.006325093,0.0259931,0.0007320951,0.2281405],"genre_scores_gemma":[0.9313475,0.01650527,0.029348,0.005576931,0.0001544023,0.001534142,0.006939587,0.00006299312,0.008531031],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05489969,"threshold_uncertainty_score":0.1328929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669555188737974,"score_gpt":0.3505061256995415,"score_spread":0.2938105738121618,"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."}}