{"id":"W2052869734","doi":"10.1016/j.drugalcdep.2014.01.020","title":"Small area associations between social context and alcohol-attributable mortality in a middle income country","year":2014,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Socioeconomic status; Ecological study; Demography; Attributable risk; Context (archaeology); Environmental health; Population; Alcohol consumption; Educational attainment; Poison control; Injury prevention; Medicine; Consumption (sociology); Alcohol; Geography; Economics; Biology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005613344,0.00020811,0.0005712091,0.00009317359,0.0002053977,0.00005314459,0.00008104081,0.0001337618,0.00002639493],"category_scores_gemma":[0.0001411528,0.0001825777,0.00005813445,0.0002154171,0.0001076808,0.0001751479,0.00005256041,0.0002378808,0.00001335946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046473,"about_ca_system_score_gemma":0.00005732342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007469264,"about_ca_topic_score_gemma":0.00381566,"domain_scores_codex":[0.9986069,0.00007675974,0.0003205948,0.0003630069,0.0002721824,0.0003605562],"domain_scores_gemma":[0.9991507,0.0003431689,0.0001211128,0.0001755008,0.00006792242,0.000141581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002247186,0.00005619303,0.9962037,0.00002676724,0.00009183939,0.00002303161,0.001331127,5.171648e-7,0.00005580732,0.0004515162,0.00006119296,0.001675804],"study_design_scores_gemma":[0.003516496,0.00003235314,0.9939067,0.0001248539,0.0001925067,0.000007768432,0.0007086909,0.00009606283,0.0003331207,0.0006864799,0.0002020931,0.0001928637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972703,0.0006268634,0.00002858914,0.0004937567,0.00006560327,0.0003033662,0.0000598365,0.00005919878,0.001092467],"genre_scores_gemma":[0.9984152,0.0001295304,0.00008390925,0.0004004895,0.0001340345,0.00002582003,0.0001203834,0.00001612121,0.0006745534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003494025,"threshold_uncertainty_score":0.7445301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08079413430216065,"score_gpt":0.303534682109854,"score_spread":0.2227405478076934,"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."}}