{"id":"W1925532537","doi":"10.2105/ajph.2015.302697","title":"Trends in Educational Inequalities in Drug Poisoning Mortality: United States, 1994–2010","year":2015,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Demography; Educational attainment; Medicine; Inequality; Population; Race (biology); Injury prevention; Mortality rate; Poison control; Gerontology; Environmental health; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002685559,0.0001423309,0.0005852984,0.001722816,0.00003167091,0.00002977231,0.0001121435,0.00002470591,0.00004391132],"category_scores_gemma":[0.0003809304,0.000117176,0.00006354725,0.001752685,0.0001235837,0.0002335424,0.00001937214,0.0004332814,0.000003314944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084409,"about_ca_system_score_gemma":0.002904367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03775815,"about_ca_topic_score_gemma":0.001588033,"domain_scores_codex":[0.9975452,0.000512873,0.0008272299,0.0001400312,0.0004994022,0.0004752647],"domain_scores_gemma":[0.9981214,0.0001636898,0.0006220832,0.0001645072,0.0001573036,0.0007709896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008204044,0.00066353,0.9076023,0.00001934064,0.00007928266,0.00006651897,0.01853174,0.00007743912,0.000001050866,0.0004232796,0.006834881,0.06561861],"study_design_scores_gemma":[0.003804695,0.001448397,0.9402179,0.0003286582,0.00001635041,0.0002799974,0.03384206,0.000301172,0.000002247044,0.0002996068,0.01930763,0.0001512683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526026,0.0004614526,0.00004154734,0.04610506,0.0002185821,0.00005368182,0.00001262287,0.00001077717,0.000493622],"genre_scores_gemma":[0.9941536,0.000164942,0.001192452,0.003403597,0.0001543569,0.000003933073,0.000153122,0.00001791594,0.0007560493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06546734,"threshold_uncertainty_score":0.9686495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306340094486423,"score_gpt":0.3999168000069669,"score_spread":0.2692827905583246,"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."}}