{"id":"W3215393491","doi":"10.1089/tmj.2021.0497","title":"The Utilization of an Electronic Consultation Service During the Coronavirus Disease 2019 Pandemic","year":2021,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Referral; Demography; Family medicine; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.001276639,0.0001673914,0.0001454365,0.0007913143,0.0009466764,0.0009680289,0.0009459038,0.0005314099,0.003793162],"category_scores_gemma":[0.01047057,0.0001755222,0.0003101891,0.001532416,0.0004708924,0.0006141145,0.001034221,0.0004971265,0.0003244492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067686,"about_ca_system_score_gemma":0.01203788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7085971,"about_ca_topic_score_gemma":0.7812463,"domain_scores_codex":[0.9974477,0.0004835364,0.0002038609,0.0002345157,0.0008820557,0.000748451],"domain_scores_gemma":[0.9918613,0.001141852,0.003819825,0.0002421555,0.001562064,0.001372688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442219,0.00007821893,0.9757816,0.0001006086,0.0000352323,0.000165131,0.001482843,0.0002097253,0.000396088,0.00008810223,0.002764961,0.01875317],"study_design_scores_gemma":[0.000005463125,0.00004707768,0.9975828,0.00003149462,0.000007359427,0.0000791081,0.0008290233,0.000280261,0.00005934474,0.00000934384,0.001064324,0.000004318033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991257,0.0003442737,0.00009417674,0.001260282,0.00001715991,0.00005949909,0.002771248,0.00002065128,0.004175821],"genre_scores_gemma":[0.9978872,0.0002131586,0.0001216654,0.0002273611,0.00001594569,0.0000253077,0.0008899602,0.000003670137,0.0006156939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7085971,"threshold_uncertainty_score":0.586238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632565146714574,"score_gpt":0.3343834651725887,"score_spread":0.288057813705443,"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."}}