{"id":"W3129216545","doi":"10.46747/cfp.6702114","title":"Estimation of unregistered patients who left without being seen","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Bell (Canada)","funders":"","keywords":"Medicine; Triage; Ambulatory; Retrospective cohort study; Emergency medicine; Population; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0000306714,0.0001194915,0.0002807014,0.00008128709,0.00009344527,0.000007072568,0.0000531447,0.00004597049,0.000004685263],"category_scores_gemma":[0.00004182411,0.0001240408,0.00008521604,0.0001856179,0.00005650036,0.00007695781,0.00001746505,0.00008790843,0.00001589611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151273,"about_ca_system_score_gemma":0.0003578718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659262,"about_ca_topic_score_gemma":0.005613355,"domain_scores_codex":[0.9992004,0.00002074924,0.0001943446,0.0001906093,0.0001578288,0.0002360427],"domain_scores_gemma":[0.9992331,0.00001213475,0.00006165094,0.0002423503,0.0002650631,0.0001857154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001062434,0.0004763658,0.2408904,0.001590897,0.001546018,0.0003133925,0.009166043,0.0002379052,0.01407968,0.00512724,0.243552,0.4829137],"study_design_scores_gemma":[0.002363205,0.0003284296,0.8831079,0.001563548,0.00050876,0.000002886008,0.003808126,0.0009718467,0.01412466,0.001224845,0.09132865,0.0006671361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883715,0.0005710502,0.00003287786,0.0004263415,0.000359696,0.0001746959,0.00008846311,0.0000181861,0.2099572],"genre_scores_gemma":[0.9845029,0.00004288817,0.000157429,0.01414014,0.0001311316,0.000003628028,0.0002141839,0.00001999477,0.0007877254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6422175,"threshold_uncertainty_score":0.5058237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527055517661884,"score_gpt":0.254662113593727,"score_spread":0.2393915584171081,"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."}}