{"id":"W2086826094","doi":"10.1081/ja-120002809","title":"THE ROLE OF CONSUMERS. REFLECTION ON THE POSSIBILITIES AND LIMITS OF USER INTERVIEWS IN OPIATE ADDICTION TREATMENT","year":2002,"lang":"en","type":"letter","venue":"Substance Use & Misuse","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Opiate; Methadone; Addiction; Opiate Substitution Treatment; Focus (optics); Psychiatry; Reflection (computer programming); Focus group; Psychology; Drug user; Street drugs; Medicine; Drug; Opioid; Business; Buprenorphine; Marketing; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003046258,0.0003791509,0.0006582493,0.0002022567,0.00009766362,0.0000324575,0.0001642272,0.000369161,0.00006892591],"category_scores_gemma":[0.0002219133,0.0002131047,0.0001519355,0.000279993,0.0003505567,0.0001065251,0.00001764319,0.0008151084,0.00002068722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479788,"about_ca_system_score_gemma":0.00006519275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006679372,"about_ca_topic_score_gemma":0.003084088,"domain_scores_codex":[0.9977115,0.0003734487,0.0007295535,0.0004332314,0.0004085136,0.0003437017],"domain_scores_gemma":[0.9973388,0.001038081,0.000476995,0.0009312046,0.0001675903,0.00004727149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006494488,0.002092066,0.07882102,0.001579817,0.002814045,0.0003410394,0.1781671,0.00002483176,0.0120268,0.0007448957,0.50092,0.2159739],"study_design_scores_gemma":[0.003152759,0.001992962,0.008206074,0.003315775,0.0005762565,0.00003097664,0.01242375,0.0001581784,0.01676905,0.0003539701,0.9525387,0.0004815246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623829,0.009033315,0.000001112221,0.02593489,0.0002562372,0.001240989,0.0001492065,0.00003581903,0.0009654966],"genre_scores_gemma":[0.890842,0.05428551,0.0001541675,0.02369707,0.0007307612,0.000454446,0.000272093,0.0002429216,0.02932099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516187,"threshold_uncertainty_score":0.8690157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053590382214206,"score_gpt":0.3392392860021253,"score_spread":0.2338802477807047,"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."}}