{"id":"W2975531551","doi":"10.1037/pha0000325","title":"Attitudes toward opioid use disorder medications: Results from a U.S. national study of individuals who resolved a substance use problem.","year":2019,"lang":"en","type":"article","venue":"Experimental and Clinical Psychopharmacology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Opioid use disorder; Psychiatry; Substance use; Alcohol use disorder; Substance abuse; Psychology; Opiate Substitution Treatment; Opioid; Drug; Clinical psychology; Medicine; Alcohol; Buprenorphine","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":[0.00183826,0.0003526798,0.0003147279,0.001225158,0.000875907,0.0007302065,0.0005981366,0.0007966597,0.002436203],"category_scores_gemma":[0.003613693,0.000640784,0.0008213303,0.001616847,0.0002842379,0.0009810069,0.0009459822,0.00187174,0.001039029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000469865,"about_ca_system_score_gemma":0.0005019387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03172505,"about_ca_topic_score_gemma":0.05311745,"domain_scores_codex":[0.9991854,0.000241805,0.0001126276,0.0001203646,0.00023711,0.0001025869],"domain_scores_gemma":[0.9963181,0.0004733451,0.001693916,0.0002349772,0.0006523067,0.0006273779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002081001,0.00005113522,0.9985331,0.000007671018,0.00003559808,0.00001172134,0.0001028324,0.00001027008,0.00002226592,0.000005486063,0.0004977276,0.0007014139],"study_design_scores_gemma":[0.000004549088,0.00002655671,0.9993318,0.00000672359,0.00001281034,0.00004142076,0.0003049762,0.00004102344,0.000009797789,0.000004832099,0.0002133262,0.000002165343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884378,0.0003707028,0.0001251816,0.0003027254,0.00002980876,0.00006261012,0.00918484,0.00001145858,0.001474774],"genre_scores_gemma":[0.989827,0.0003780848,0.0003297092,0.0005020491,0.00003569162,0.0001271089,0.007579957,0.000008477115,0.001211968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03172505,"threshold_uncertainty_score":0.06308079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06299934087170912,"score_gpt":0.4261907442151834,"score_spread":0.3631914033434743,"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."}}