{"id":"W3180453792","doi":"10.1177/07067437211027321","title":"Socioeconomic and Geographic Disparities in Emergency Department Visits due to Alcohol in Ontario: A Retrospective Population-level Study from 2003 to 2017","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research; College of Family Physicians of Canada","keywords":"Medicine; Emergency department; Demography; Socioeconomic status; Retrospective cohort study; Population; Public health; Gerontology; Environmental health; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006055661,0.0003101714,0.0004493154,0.001258721,0.001770186,0.0008838115,0.001028169,0.0003510962,0.001208945],"category_scores_gemma":[0.00185349,0.0004549688,0.0007617892,0.003939402,0.0005811991,0.0004375851,0.001042383,0.0004549586,0.0002389048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01546451,"about_ca_system_score_gemma":0.01772329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9750498,"about_ca_topic_score_gemma":0.9851699,"domain_scores_codex":[0.9988232,0.00006287398,0.0001274528,0.0002055038,0.0004680043,0.0003129231],"domain_scores_gemma":[0.9978696,0.00006579588,0.0007520022,0.0001022219,0.0008832817,0.0003270521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002303462,0.00001103707,0.9981788,0.00002796877,0.00003969068,0.00003867461,0.0002645426,0.00002709885,0.0000643255,0.00001732918,0.0006581696,0.0006492928],"study_design_scores_gemma":[0.000002853614,0.000008243098,0.999074,0.00001865107,0.00001465476,0.00002540075,0.0002883415,0.00005286947,0.00001476701,0.000005162651,0.0004920001,0.000003093834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739465,0.0007771663,0.0001726064,0.0003051658,0.00001424532,0.0001148513,0.02224015,0.00001690987,0.002412344],"genre_scores_gemma":[0.9924185,0.0004924204,0.0001702294,0.000149747,0.00001054505,0.00006418665,0.005983585,0.000006743651,0.000703985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495021,"threshold_uncertainty_score":0.1122034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567789527065901,"score_gpt":0.2774094630012429,"score_spread":0.2517315677305839,"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."}}