{"id":"W7161949291","doi":"10.82308/11905","title":"Virtualizable visits in a Canadian pediatric emergency department: A retrospective cohort study","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Triage; Retrospective cohort study; Emergency department; Logistic regression; Ambulatory; Pandemic; Ambulatory care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291184,0.0007137086,0.0007525628,0.002002956,0.002562233,0.00150205,0.001944554,0.0007310316,0.001379132],"category_scores_gemma":[0.002785303,0.0008699652,0.0009964624,0.005242531,0.0008631476,0.0006130341,0.001340204,0.001072831,0.0001864327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040931,"about_ca_system_score_gemma":0.0132547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8896351,"about_ca_topic_score_gemma":0.9038374,"domain_scores_codex":[0.9978551,0.0001408101,0.0001406808,0.0004919231,0.0008091467,0.0005622822],"domain_scores_gemma":[0.9975554,0.0001752561,0.0009481642,0.0002036216,0.0005958519,0.0005216659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005225594,0.00002718347,0.9985972,0.00001655435,0.0000438156,0.0001095699,0.0002413244,0.00002941651,0.00006105559,0.00002877216,0.0001958894,0.0005969082],"study_design_scores_gemma":[0.000008329073,0.00005925761,0.998534,0.00001735436,0.00003243558,0.0001632807,0.0006685247,0.000185109,0.00002380416,0.00000954933,0.0002885594,0.000009974634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971792,0.0002247299,0.00008682391,0.00005535315,0.000006536332,0.0000907928,0.001746808,0.00000542292,0.0006043477],"genre_scores_gemma":[0.9978892,0.0002754624,0.0002067428,0.00007780875,0.000007952159,0.00005673321,0.001355831,0.000004660006,0.0001254975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103649,"threshold_uncertainty_score":0.2220296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299795045743349,"score_gpt":0.3498982157859331,"score_spread":0.3369002653284996,"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."}}