{"id":"W7038232172","doi":"","title":"Impact of binge alcohol on\\n\\t\\t\\t\\t mortality among people who inject drugs","year":2017,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Binge drinking; Hazard ratio; Proportional hazards model; Alcohol; Psychological intervention; Cohort study; Cohort; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008505636,0.0004954139,0.0006857806,0.0003909824,0.001356591,0.0007588529,0.002955094,0.0003731582,0.00002392118],"category_scores_gemma":[0.0005825998,0.0004159618,0.0004475208,0.0004396506,0.00005177586,0.001894227,0.001233785,0.0005812788,0.00001308642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061896,"about_ca_system_score_gemma":0.0006108521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006046185,"about_ca_topic_score_gemma":0.0001876557,"domain_scores_codex":[0.9961364,0.0002894101,0.0007204916,0.001000529,0.001115858,0.0007373245],"domain_scores_gemma":[0.9951442,0.0002206458,0.0009345398,0.002739227,0.0004494701,0.000511847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001613348,0.001146158,0.07053015,0.00009734998,0.0003946815,0.0001587674,0.004383305,0.0003568743,0.001617435,0.910063,0.002113332,0.008977607],"study_design_scores_gemma":[0.001579634,0.0002870906,0.9358749,0.0003009228,0.0000446322,0.0001796084,0.00008810213,0.01345458,0.001542007,0.0009694925,0.04495473,0.0007243402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326606,0.00009134657,0.01795632,0.001916256,0.001006749,0.0005466127,0.0001221852,0.0003515776,0.04534835],"genre_scores_gemma":[0.9955803,0.00005632105,0.003686807,0.00005023429,0.0003285253,0.00008116406,0.00005934498,0.00003411096,0.0001232516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9090935,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961165651434168,"score_gpt":0.2902858811649109,"score_spread":0.2606742246505693,"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."}}