{"id":"W3130055897","doi":"10.1186/s12954-021-00473-9","title":"Retention in the Austrian opioid agonist treatment system: a national prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Retention rate; Medicine; Cohort; Proportional hazards model; Prospective cohort study; Cohort study; Internal medicine","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":[0.002096165,0.0002486005,0.0005427594,0.0009669648,0.0005485846,0.0008094418,0.0005138722,0.0005176343,0.00181239],"category_scores_gemma":[0.002768259,0.0004364361,0.0007055848,0.001521038,0.0002736486,0.0007763359,0.000855623,0.0007752595,0.0004191351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007916654,"about_ca_system_score_gemma":0.0007590624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486375,"about_ca_topic_score_gemma":0.01591485,"domain_scores_codex":[0.9987894,0.0003460135,0.0001406384,0.0002806248,0.0002226874,0.0002207752],"domain_scores_gemma":[0.9978852,0.0003022524,0.0009737799,0.0002627533,0.0002586945,0.0003173123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286565,0.00009211383,0.9985027,0.00001229044,0.00005159466,0.00004906921,0.0001488553,0.00002396308,0.00007216031,0.000009567445,0.000130322,0.0007786078],"study_design_scores_gemma":[0.00001200263,0.0001801294,0.9988733,0.00001691568,0.00003701305,0.0001366882,0.0003712464,0.0001843819,0.00001681083,0.000007080069,0.0001592477,0.000005178871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991549,0.0001321412,0.00005526188,0.00002022708,0.000003591015,0.00001966965,0.0004706905,0.000001351195,0.000142089],"genre_scores_gemma":[0.9987301,0.0001386772,0.0001102286,0.00003997422,0.000005768714,0.00003511574,0.0007905397,0.000002795166,0.0001468508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486375,"threshold_uncertainty_score":0.02955449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159493188188314,"score_gpt":0.3124038543395811,"score_spread":0.280808922457698,"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."}}