{"id":"W2634567275","doi":"10.7759/cureus.1385","title":"Alternate Access to Care: A Cross Sectional Survey of Low Acuity Emergency Department Patients","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dalhousie University; Saint John Regional Hospital","funders":"","keywords":"Medicine; Emergency department; Triage; Cross-sectional study; Family medicine; Primary care; Presentation (obstetrics); Medical emergency; Emergency medicine; Nursing","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":[0.001694443,0.0001768967,0.000268449,0.001041109,0.0004137272,0.0008335948,0.0004644996,0.0007220402,0.001996057],"category_scores_gemma":[0.004240284,0.0003231828,0.0003087095,0.001569951,0.0004104663,0.000997312,0.0007081804,0.0007184021,0.0005303958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005268433,"about_ca_system_score_gemma":0.0005355533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163638,"about_ca_topic_score_gemma":0.01352237,"domain_scores_codex":[0.9984853,0.0004982869,0.0002278158,0.0002412545,0.0003256636,0.0002217878],"domain_scores_gemma":[0.9965255,0.0007220585,0.001489211,0.0001576056,0.0004390986,0.0006666131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001843458,0.00005296166,0.9993319,0.00000603481,0.000009660527,0.00002156366,0.0001375597,0.00001417516,0.00004034116,0.000006359481,0.00007896141,0.0002820386],"study_design_scores_gemma":[0.000004763811,0.0001417911,0.9989542,0.000005547895,0.000005692006,0.00009751313,0.0004995535,0.0001088781,0.00002047475,0.000008267837,0.0001502525,0.000003041767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981868,0.00005809979,0.00006799132,0.0000802148,0.000003675337,0.00004071043,0.001167891,0.00000277274,0.0003918476],"genre_scores_gemma":[0.9988586,0.00005693745,0.0001116266,0.0001325996,0.00000685272,0.00004503203,0.0006793121,0.000001108144,0.0001080353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163638,"threshold_uncertainty_score":0.0325371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06443486046722312,"score_gpt":0.4015819583025098,"score_spread":0.3371470978352866,"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."}}