{"id":"W4285263848","doi":"10.1017/ash.2022.246","title":"Use of virtual care by infectious disease specialists in Canada: A national survey","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Modalities; Infectious disease (medical specialty); Family medicine; Disease; Outpatient clinic; Nursing; Pathology","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":[0.001082994,0.000198746,0.0002809356,0.001267895,0.003067584,0.001347158,0.001019652,0.0004682187,0.002000711],"category_scores_gemma":[0.004129936,0.0003527739,0.0003562137,0.003255198,0.001065017,0.000597007,0.001461417,0.0008945581,0.000207832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02572111,"about_ca_system_score_gemma":0.03340307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874858,"about_ca_topic_score_gemma":0.991477,"domain_scores_codex":[0.9979729,0.0002110706,0.0001662148,0.0001697037,0.001001018,0.0004791398],"domain_scores_gemma":[0.9935161,0.0005961538,0.001366447,0.0001087959,0.002483446,0.001929081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004149677,0.00005936394,0.9803679,0.0001417129,0.00002428891,0.0001690973,0.007592409,0.00008412948,0.0002483292,0.0000950079,0.002664644,0.008511687],"study_design_scores_gemma":[0.000003755235,0.00004043492,0.982918,0.0000815473,0.000008203813,0.0001015665,0.01458383,0.0002056535,0.00005030154,0.00001249212,0.00197959,0.00001469035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919042,0.0007036014,0.000130762,0.001330607,0.00001167465,0.00007581107,0.002536802,0.00001350231,0.003292963],"genre_scores_gemma":[0.9972293,0.0007818333,0.0002523898,0.0004591753,0.000005084798,0.00002791427,0.0006888388,0.000005040034,0.0005504448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572111,"threshold_uncertainty_score":0.1866206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053670948994118,"score_gpt":0.3723170798075037,"score_spread":0.2669499849080919,"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."}}