{"id":"W3176331271","doi":"10.1016/j.drugalcdep.2021.108857","title":"Preferences for research design and treatment of comorbid depression among patients with an opioid use disorder: A cross-sectional discrete choice experiment","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Montréal; Memorial University of Newfoundland; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Depression (economics); Opioid use disorder; Comorbidity; Opioid; Psychiatry; Psychology; Medicine; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04971932,0.0005847971,0.0007077432,0.0004282778,0.0007360816,0.002013061,0.0005012218,0.001495119,0.004617878],"category_scores_gemma":[0.07069459,0.0006457652,0.001482396,0.0003488212,0.00128211,0.001237448,0.0008475573,0.001387685,0.0004283434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001304,"about_ca_system_score_gemma":0.001849108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005123678,"about_ca_topic_score_gemma":0.0008208628,"domain_scores_codex":[0.9575039,0.03672713,0.002471774,0.0009317233,0.001642184,0.0007233147],"domain_scores_gemma":[0.8753827,0.1020916,0.01254878,0.004299641,0.002171105,0.003506277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2300619,0.1750078,0.3792756,0.002278494,0.003699922,0.0003697997,0.0163821,0.01520746,0.01587658,0.004767541,0.003032888,0.1540399],"study_design_scores_gemma":[0.0814745,0.5017263,0.3043765,0.0009752014,0.002680007,0.0006006767,0.006740283,0.06376412,0.0148948,0.01053341,0.01159512,0.0006391028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944264,0.0001210448,0.002222151,0.0002806665,0.00003056248,0.001988248,0.0001392315,0.00001362724,0.0007780362],"genre_scores_gemma":[0.9816518,0.0001548404,0.01162875,0.0005115249,0.00004660029,0.005387247,0.0001214346,0.000005710493,0.0004922208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04971932,"threshold_uncertainty_score":0.262944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08962387809351136,"score_gpt":0.3839464127482783,"score_spread":0.2943225346547669,"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."}}