{"id":"W2341707996","doi":"10.1056/em201205180000004","title":"Change in Insurance Status Increases Emergency Department Visits","year":2012,"lang":"en","type":"article","venue":"Journal watch","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Actuarial science; Medical emergency; Family medicine; Business; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320409,0.000166383,0.0002744554,0.0005161918,0.0004538863,0.0009118011,0.0003893072,0.001287728,0.01182195],"category_scores_gemma":[0.01714798,0.000221769,0.0009608032,0.0006782273,0.0003756013,0.0007740157,0.0009476736,0.001785142,0.0008193663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957552,"about_ca_system_score_gemma":0.0006198738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009989877,"about_ca_topic_score_gemma":0.009611108,"domain_scores_codex":[0.9986993,0.0004408695,0.00009664632,0.0002426171,0.0002380055,0.0002825539],"domain_scores_gemma":[0.985893,0.005717297,0.004240029,0.001049956,0.0006718881,0.002427911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009063642,0.000343496,0.9858704,0.00003767486,0.0001326148,0.0001278627,0.000188464,0.00006807011,0.0003052478,0.0001772126,0.001694675,0.01014771],"study_design_scores_gemma":[0.000008471197,0.0001390179,0.9988726,0.00001051352,0.00003391508,0.00004140169,0.0001162005,0.00003364762,0.00004216648,0.00005511317,0.0006443371,0.000002608279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858312,0.001898944,0.00008051276,0.003657084,0.0001510189,0.00001502931,0.0008774708,0.00002152077,0.007467188],"genre_scores_gemma":[0.9963261,0.0005713068,0.00008702333,0.0006512754,0.0001806138,0.000007972801,0.0004562835,0.000007106577,0.001712264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182195,"threshold_uncertainty_score":0.0395484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522319144889216,"score_gpt":0.3348365117953829,"score_spread":0.2996133203464907,"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."}}