{"id":"W3205588642","doi":"10.1016/j.drugpo.2021.103480","title":"Comparing characteristics and outcomes of different opioid agonist treatment modalities among opioid-dependent federal men correctional populations in Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Toronto; Centre for Addiction and Mental Health","funders":"University of Auckland; Canadian Institutes of Health Research; Hugh Green Foundation","keywords":"Opioid; Modalities; Opioid epidemic; Agonist; Medicine; Psychology; Clinical psychology; Psychiatry; Internal medicine; Sociology; Receptor","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":[0.000664968,0.0002264601,0.0003897058,0.001628528,0.003819324,0.001804162,0.001608322,0.0007984168,0.002780457],"category_scores_gemma":[0.003890642,0.0003648381,0.0009323184,0.004522576,0.001198817,0.0006440385,0.001230873,0.001391173,0.0001347723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04645274,"about_ca_system_score_gemma":0.04883794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991828,"about_ca_topic_score_gemma":0.9956494,"domain_scores_codex":[0.9973642,0.0001790521,0.0001634569,0.000243035,0.0005275907,0.001522625],"domain_scores_gemma":[0.9957507,0.0002769714,0.001051261,0.00007527452,0.00138256,0.001463359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018133,0.0001019988,0.9931169,0.0000321758,0.00007859226,0.00007955623,0.0008847564,0.0001410057,0.0000858659,0.0002563648,0.001229884,0.003891049],"study_design_scores_gemma":[0.000009605242,0.00003698871,0.9953408,0.0000391245,0.0000265105,0.00005323662,0.003674844,0.0001886639,0.00004480302,0.00003811088,0.0005356628,0.00001167004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948531,0.0006877902,0.00004269149,0.0009036335,0.0000189079,0.00003456253,0.001687716,0.000004184802,0.00176738],"genre_scores_gemma":[0.9981773,0.0003898287,0.00004859204,0.0002285704,0.000008337134,0.00001079421,0.0006723612,0.00000329962,0.0004609328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04645274,"threshold_uncertainty_score":0.3370398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506796123280003,"score_gpt":0.3096663145129329,"score_spread":0.2845983532801328,"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."}}