{"id":"W2263526257","doi":"10.1007/s10903-016-0351-0","title":"Emergency Room Visits by Uninsured Child and Adult Residents in Ontario, Canada: What Diagnoses, Severity and Visit Disposition Reveal About the Impact of Being Uninsured","year":2016,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regent Park Community Health Centre; York University","funders":"Women's College Hospital","keywords":"Medicine; Triage; Emergency department; Ambulatory; Public health; Health insurance; Family medicine; Public health insurance; Medical diagnosis; Ambulatory care; Health care; Emergency medicine; Medical emergency; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0009213036,0.0002540663,0.0003955616,0.0009576944,0.003078446,0.001624483,0.001268038,0.0007175701,0.002174656],"category_scores_gemma":[0.005814078,0.0004397291,0.0008157355,0.003519333,0.001177715,0.001085822,0.001547587,0.001483435,0.0002078536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0188842,"about_ca_system_score_gemma":0.03027405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899946,"about_ca_topic_score_gemma":0.996298,"domain_scores_codex":[0.9986526,0.0001605143,0.0001096873,0.0001193101,0.0003390789,0.0006188766],"domain_scores_gemma":[0.9958488,0.0004040193,0.001174565,0.0001541994,0.001270756,0.001147756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003264876,0.00002648671,0.995462,0.00001734212,0.00002564902,0.00004686492,0.002303307,0.00002073078,0.00002569573,0.00006199808,0.0005944512,0.001382805],"study_design_scores_gemma":[0.0000019006,0.00001128694,0.992374,0.00005045121,0.00001265967,0.00002407925,0.007066783,0.00004697631,0.00001034212,0.00001730317,0.000377327,0.000006818316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944068,0.0007464945,0.00003072732,0.0009698305,0.00001849063,0.00001951399,0.001803571,0.000002408339,0.002002217],"genre_scores_gemma":[0.9980175,0.0005798882,0.00004974144,0.0002372033,0.000009510238,0.000008667565,0.0005654111,0.0000030936,0.0005288269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188842,"threshold_uncertainty_score":0.1370151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006946395244713926,"score_gpt":0.2655058111122477,"score_spread":0.2585594158675338,"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."}}