{"id":"W2569300809","doi":"10.6084/m9.figshare.4535348.v1","title":"Drinking patterns and harm of unrecorded alcohol in Russia: a qualitative interview study","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Harm; Thematic analysis; Alcohol consumption; Addiction; Qualitative research; Consumption (sociology); Hierarchy; Psychology; Alcohol; Social psychology; Product (mathematics); Environmental health; Harm reduction; Content analysis; Medicine; Psychiatry; Sociology; Political science; Social science; Public health; Nursing; Law","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":[0.004118154,0.0003784526,0.0004655294,0.001345409,0.003761111,0.001553894,0.0008730802,0.0007738987,0.001575995],"category_scores_gemma":[0.004550922,0.0004763964,0.0003709265,0.001388189,0.003234731,0.001771718,0.003030486,0.001102482,0.0002263185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213971,"about_ca_system_score_gemma":0.002745395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01722709,"about_ca_topic_score_gemma":0.0196516,"domain_scores_codex":[0.9964287,0.002487776,0.0001739296,0.000191833,0.000199694,0.0005181645],"domain_scores_gemma":[0.9968472,0.001959786,0.0004443322,0.00009547425,0.0002853707,0.0003678374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002506029,0.00002922402,0.01042237,0.00009801397,0.000004237526,0.0004952035,0.9852757,0.00004423038,0.001142904,0.000389004,0.0001214724,0.001952548],"study_design_scores_gemma":[0.000001655234,0.00002704065,0.006729994,0.00007577556,0.000003278664,0.0001381944,0.9902887,0.00009164473,0.0002511445,0.00007990697,0.002304662,0.000008067778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974341,0.0002291042,0.0006184965,0.0003862598,0.000009201801,0.00006498769,0.00008047616,0.000005438156,0.001172012],"genre_scores_gemma":[0.9981239,0.00040371,0.0003682309,0.0001137134,0.00000435596,0.000111005,0.00006629297,0.000005393197,0.0008033259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722709,"threshold_uncertainty_score":0.0342536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962248443179403,"score_gpt":0.4285904958596007,"score_spread":0.2323656515416604,"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."}}