{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660428,0.0001637472,0.0002582452,0.0001587037,0.0002993655,0.000132837,0.00005687023,0.00005047411,0.0001502385],"category_scores_gemma":[0.00006140906,0.0001095137,0.0001457688,0.0004078557,0.00003123111,0.0001221648,0.00001080692,0.0002805421,0.0000435693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090279,"about_ca_system_score_gemma":0.0007788404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000768108,"about_ca_topic_score_gemma":0.00000513933,"domain_scores_codex":[0.9981055,0.0002804861,0.0004105143,0.0002955431,0.0007166378,0.0001913602],"domain_scores_gemma":[0.9990916,0.0000181479,0.0001595529,0.0002009083,0.0004398371,0.00008997633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303137,0.02202831,0.8646646,0.0001786208,0.002990672,0.00369911,0.08817305,0.0002226173,0.00362966,0.001588623,0.004377012,0.007144655],"study_design_scores_gemma":[0.005448789,0.001055948,0.8406978,0.0001304783,0.0005228877,0.010273,0.1400224,0.00004373947,0.0008256353,0.0001491698,0.0007188535,0.0001113227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878693,0.0003472954,0.00002886958,0.002168564,0.0009637331,0.001728451,0.000009667236,0.00003449875,0.006849617],"genre_scores_gemma":[0.9970537,0.000122369,0.0001788538,0.00002722581,0.0007230342,0.0002940036,0.00006598056,0.00001595087,0.001518889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05184934,"threshold_uncertainty_score":0.5466008,"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."}}