{"id":"W2468725091","doi":"10.1017/cem.2016.142","title":"MP001: Low acuity emergency department access: are other options available?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Triage; Descriptive statistics; Presentation (obstetrics); Family medicine; Medical emergency; Primary care; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001691161,0.0002575642,0.0004007373,0.001052746,0.001276783,0.002186576,0.001205304,0.002939608,0.1300446],"category_scores_gemma":[0.01181723,0.0001553638,0.0007109813,0.001182579,0.0006857021,0.002871978,0.001347929,0.003044349,0.01332424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135958,"about_ca_system_score_gemma":0.003585139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009681941,"about_ca_topic_score_gemma":0.01830341,"domain_scores_codex":[0.9987225,0.0002295615,0.0001374184,0.0001028623,0.0003408369,0.0004668234],"domain_scores_gemma":[0.9943896,0.0015855,0.0006053713,0.0002003774,0.001150599,0.0020686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004560958,0.0004120643,0.0392999,0.00055089,0.00003602968,0.003635517,0.0002505322,0.0001885729,0.0003684011,0.009198818,0.6514274,0.2941758],"study_design_scores_gemma":[0.0006510994,0.0006448272,0.1344481,0.008202802,0.0002284456,0.03044135,0.005738957,0.002102772,0.001517032,0.03742267,0.7783657,0.0002363187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06055571,0.008428008,0.004757989,0.4936295,0.006160555,0.0002293346,0.007156694,0.0008068607,0.4182752],"genre_scores_gemma":[0.7148555,0.01670606,0.01754587,0.1183412,0.01749322,0.0004801205,0.01491378,0.0008060875,0.09885815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1300446,"threshold_uncertainty_score":0.4350424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4369651529311456,"score_gpt":0.493594220657544,"score_spread":0.05662906772639842,"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."}}