{"id":"W2049270243","doi":"10.1197/j.aem.2004.08.032","title":"Nonurgent Emergency Department Patient Characteristics and Barriers to Primary Care","year":2004,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Triage; Emergency department; Health care; Population; Emergency medicine; Family medicine; Medical emergency; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008235588,0.0001713873,0.0002675024,0.0005756958,0.0006458656,0.0007265612,0.000358994,0.0005387458,0.005108742],"category_scores_gemma":[0.005780677,0.0001640111,0.0002286501,0.0007935173,0.0003753336,0.0004934356,0.0004372154,0.000577235,0.0002357015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114757,"about_ca_system_score_gemma":0.001631136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05803433,"about_ca_topic_score_gemma":0.1039551,"domain_scores_codex":[0.9991758,0.0002302947,0.00008720918,0.00009451455,0.0001496132,0.0002625119],"domain_scores_gemma":[0.9954655,0.001211713,0.001831689,0.00009166738,0.0003282526,0.001071353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002455432,0.00004994905,0.9987758,0.00001038535,0.000009212948,0.00006011494,0.000167058,0.0000169681,0.00002599924,0.00001357097,0.0002171592,0.0006292261],"study_design_scores_gemma":[0.000003775333,0.00003864706,0.9990864,0.00001090384,0.000002867691,0.0001182599,0.0005376401,0.0000672052,0.000008813058,0.000007396715,0.0001162484,0.000001812195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986838,0.0001342771,0.00002235591,0.0002420109,0.00000461181,0.00002010807,0.0003238507,0.000002262609,0.0005666778],"genre_scores_gemma":[0.999622,0.00004454337,0.00002782868,0.00006786238,0.000006399236,0.000009066741,0.0001478746,7.164408e-7,0.00007373547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05803433,"threshold_uncertainty_score":0.115393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784330570836893,"score_gpt":0.3022604648310376,"score_spread":0.2844171591226687,"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."}}