{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620604,0.000198529,0.0002755722,0.00007986316,0.00025878,0.0001133475,0.00006065626,0.00006534799,0.00002048226],"category_scores_gemma":[0.00007005732,0.0001353564,0.00004015147,0.0001180016,0.0002236553,0.0003184021,0.0000587157,0.00008442757,5.780207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006271568,"about_ca_system_score_gemma":0.000141864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093262,"about_ca_topic_score_gemma":0.0002665781,"domain_scores_codex":[0.9982552,0.0001446505,0.0002303486,0.0005953486,0.0004900387,0.0002844465],"domain_scores_gemma":[0.9986534,0.0004152982,0.00007642857,0.0003078559,0.0003483388,0.0001986977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000939642,0.001219495,0.9921748,0.00006938892,0.00009561637,0.000008247031,0.001473666,0.00004480611,0.0004394866,0.000016589,0.000008865695,0.003509391],"study_design_scores_gemma":[0.006029324,0.001888001,0.9733236,0.0001482243,0.00006197807,0.000007254066,0.0005382213,0.0006507303,0.01701678,0.00008108316,0.0001127304,0.0001420041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963166,0.001562153,0.0004431565,0.00002876885,0.00004101388,0.001477608,0.00008503721,0.00002051541,0.00002517071],"genre_scores_gemma":[0.9938897,0.0005994393,0.004408986,0.00001009773,0.00002527627,0.0004869773,0.0002366048,0.00002196666,0.0003208919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01885114,"threshold_uncertainty_score":0.5519674,"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."}}