{"id":"W2415007311","doi":"","title":"Needs assessment and treatment compliance at state opioid substitution treatment programes in Georgia.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Buprenorphine; Medicine; Heroin; Attendance; Methadone; Psychiatry; Family medicine; Opium; Opioid; Drug; 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":[0.001444336,0.000163755,0.0001692233,0.00100865,0.0009082725,0.0004371554,0.0004591503,0.0004187063,0.001857031],"category_scores_gemma":[0.003688505,0.0003136655,0.0002944351,0.0006609544,0.0002789119,0.0004037957,0.0008120736,0.0005044227,0.0002819317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924999,"about_ca_system_score_gemma":0.002295118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02326507,"about_ca_topic_score_gemma":0.05914278,"domain_scores_codex":[0.9990005,0.0003346811,0.0001025408,0.00007218375,0.0002509009,0.0002391833],"domain_scores_gemma":[0.9975782,0.0002940451,0.001123404,0.00007232219,0.0003749688,0.0005570874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624415,0.0005400152,0.9735792,0.00007315158,0.00001598182,0.0001455373,0.003519978,0.00007041873,0.0006442518,0.00003100433,0.0006418343,0.02057619],"study_design_scores_gemma":[0.000007767359,0.0003088048,0.9962714,0.00002106263,0.000005822268,0.0000893504,0.00264395,0.00016715,0.0001064894,0.00001266695,0.0003608627,0.000004792785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992567,0.00002921949,0.00002593223,0.0001035225,0.000001906091,0.00006918822,0.0001356902,0.000004466555,0.0003733446],"genre_scores_gemma":[0.9987833,0.00006038517,0.0002915777,0.00007169609,0.000002627483,0.0001175094,0.0002167787,0.000001918813,0.0004542162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02326507,"threshold_uncertainty_score":0.04625928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828779961935105,"score_gpt":0.3656405602112032,"score_spread":0.2827625640176927,"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."}}