{"id":"W4309447213","doi":"10.1177/1357633x221133415","title":"Assessing the potential for virtualizable care in the pediatric emergency department","year":2022,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Telemedicine; Emergency department; Confidence interval; Odds ratio; Logistic regression; Medical emergency; Odds; Emergency medicine; Retrospective cohort study; Triage; Health care; Family 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":[0.005205216,0.0003036095,0.0002396782,0.001255354,0.0005902306,0.001241851,0.0009737622,0.0003441666,0.001136653],"category_scores_gemma":[0.02577763,0.0002011081,0.0006676523,0.001461649,0.0008427736,0.0007246987,0.001879245,0.0006098397,0.00008541278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204857,"about_ca_system_score_gemma":0.00305636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06502964,"about_ca_topic_score_gemma":0.06284188,"domain_scores_codex":[0.9950048,0.002233044,0.0005278348,0.0003519741,0.001363018,0.0005193391],"domain_scores_gemma":[0.9785487,0.006061598,0.01128896,0.0007096449,0.001635023,0.001756026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002500708,0.00001208213,0.9976406,0.00002402111,0.00002764591,0.00002631493,0.000189172,0.0001086697,0.00001778104,0.00003098907,0.00007504288,0.001822655],"study_design_scores_gemma":[0.000002915878,0.0000767651,0.9977288,0.00004048185,0.00001926409,0.0001577491,0.001003369,0.0006998139,0.0000455607,0.00004028966,0.0001795946,0.0000053352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982759,0.000207295,0.0004443615,0.0001509747,0.000003650548,0.00005059907,0.0002799413,0.000007720138,0.0005795342],"genre_scores_gemma":[0.9994702,0.00005556234,0.0002920613,0.00001542132,0.000003401419,0.00001278706,0.0001300071,9.811755e-7,0.00001960789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06502964,"threshold_uncertainty_score":0.1293023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428219402986359,"score_gpt":0.3684068811400109,"score_spread":0.3441246871101473,"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."}}