{"id":"W3128941915","doi":"10.1016/j.jaci.2020.12.412","title":"Retrospective Analysis of Synchronous Telemedicine Use in Clinical Immunology and Allergy (CIA): A Population-based Cohort Study in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Telemedicine; Medicine; Health care; Population; Cohort; Medical emergency; Retrospective cohort study; Family medicine; Environmental health; Internal medicine","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":[0.0006580392,0.0005728716,0.000725763,0.001803733,0.002892096,0.001897542,0.001726501,0.0007965743,0.00266924],"category_scores_gemma":[0.002295414,0.0009399793,0.001039863,0.006818761,0.0009488686,0.0006934101,0.001410892,0.0009348984,0.0004101717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960406,"about_ca_system_score_gemma":0.02458165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860551,"about_ca_topic_score_gemma":0.9896734,"domain_scores_codex":[0.9978258,0.0001646084,0.0001936353,0.0004811088,0.0006265905,0.0007081627],"domain_scores_gemma":[0.9961801,0.0001866847,0.001080132,0.0002140453,0.001464512,0.0008745203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004260187,0.00002140849,0.9981588,0.00001877136,0.00006380433,0.00009125448,0.0004717185,0.0000268712,0.0001158513,0.0000333868,0.0003292135,0.0006263407],"study_design_scores_gemma":[0.000005548641,0.00002049496,0.9985303,0.00001355286,0.00002745578,0.00005748838,0.0009391184,0.00008682969,0.00001828726,0.0000076882,0.0002871558,0.000006191502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928676,0.0007099802,0.0001532364,0.0001655345,0.00001900651,0.00007133238,0.004321039,0.00001344754,0.001678847],"genre_scores_gemma":[0.997815,0.0003019226,0.0001174035,0.00008940278,0.000007774217,0.000027501,0.0009456766,0.000006328065,0.0006890236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960406,"threshold_uncertainty_score":0.1422381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114778669457661,"score_gpt":0.3073661018820246,"score_spread":0.286218315187448,"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."}}