{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320299,0.0001315997,0.0002279652,0.00002585495,0.0003097943,0.00002397727,0.0003293027,0.00005009174,0.0002453719],"category_scores_gemma":[0.0005396412,0.0001103111,0.00009220315,0.00005570552,0.0000543579,0.0001668497,0.0003200882,0.0000758615,0.00002148379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006898068,"about_ca_system_score_gemma":0.00004309628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267768,"about_ca_topic_score_gemma":0.002073343,"domain_scores_codex":[0.998932,0.00002446046,0.0002866481,0.0002553871,0.0002985289,0.0002029822],"domain_scores_gemma":[0.9983374,0.00001211727,0.0001595116,0.0004848479,0.000891751,0.0001143373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240294,0.0001533831,0.9894887,0.00009139806,0.0001404325,0.000004481041,0.0002183424,0.000003747544,0.00008962805,0.00001195835,0.008972361,0.0007015021],"study_design_scores_gemma":[0.0005804208,0.0001917615,0.9957745,0.00002773117,0.00002244323,7.380426e-7,0.000009970068,0.000002030489,0.002058651,0.0000357265,0.001189892,0.0001061395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913787,0.0005946423,0.00002046754,0.00006770188,0.003092607,0.0003623177,0.0004529789,0.00001675844,0.004013842],"genre_scores_gemma":[0.9988466,0.0004431441,0.00002340694,0.00007016608,0.0001828505,0.00003523122,0.0001380998,0.00001235356,0.0002481519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007782469,"threshold_uncertainty_score":0.4498354,"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."}}