{"id":"W4212780607","doi":"10.1186/s13223-022-00657-3","title":"Telemedicine in allergy/immunology in the era of COVID-19: a Canadian perspective","year":2022,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Telemedicine; Medicine; Coronavirus disease 2019 (COVID-19); Social distance; Family medicine; Patient satisfaction; Pandemic; Health care; Nursing; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005584322,0.0004695164,0.0004840896,0.002960857,0.00684301,0.005950079,0.001750272,0.004146322,0.007972518],"category_scores_gemma":[0.009316894,0.0002637709,0.000475352,0.006050854,0.007313606,0.003056378,0.002496341,0.005071044,0.0003811438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0955412,"about_ca_system_score_gemma":0.1950698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.971737,"about_ca_topic_score_gemma":0.9765511,"domain_scores_codex":[0.9953053,0.0008180768,0.0002790242,0.00030959,0.001589369,0.001698713],"domain_scores_gemma":[0.9723427,0.00358869,0.001358228,0.0001987362,0.008966323,0.01354528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002929506,0.0005273193,0.06120186,0.006735024,0.0001041738,0.003640991,0.02469288,0.001155666,0.001544088,0.05219686,0.4539314,0.3939768],"study_design_scores_gemma":[0.0001414996,0.0003901894,0.1882514,0.01145094,0.0001925716,0.002603069,0.07713368,0.001294629,0.000364476,0.006813804,0.7110488,0.0003148715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01725998,0.193,0.0003877562,0.7564006,0.002651562,0.00005017648,0.0003219192,0.00003850471,0.02988936],"genre_scores_gemma":[0.4231534,0.4479519,0.002521964,0.1125555,0.004808104,0.000051846,0.0003025781,0.00004043427,0.008614321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0955412,"threshold_uncertainty_score":0.6932032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356318360793608,"score_gpt":0.3844789595670361,"score_spread":0.3488471234876753,"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."}}