{"id":"W4282920373","doi":"10.2196/34115","title":"Experience of Pediatricians and Pediatric Surgeons With Virtual Care During the COVID-19 Pandemic: Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Pandemic; Telemedicine; Family medicine; Health care; Metropolitan area; Descriptive statistics; Coronavirus disease 2019 (COVID-19); 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":[0.001861142,0.0001372245,0.0003333156,0.001014453,0.001140396,0.001701744,0.0006416063,0.0005689795,0.002326993],"category_scores_gemma":[0.009119465,0.0003963205,0.0003528848,0.001269299,0.0009639922,0.002039896,0.001757176,0.001218951,0.0003304787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502847,"about_ca_system_score_gemma":0.002336613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008187085,"about_ca_topic_score_gemma":0.01482865,"domain_scores_codex":[0.9985545,0.0004348946,0.0001451592,0.0001491049,0.0003325281,0.0003839439],"domain_scores_gemma":[0.9942607,0.001733061,0.002201607,0.0001175799,0.0005229353,0.001164207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007428354,0.000253505,0.8707376,0.000191887,0.00002325409,0.00156928,0.1162005,0.00005483853,0.0002771376,0.0002091062,0.00134846,0.009060205],"study_design_scores_gemma":[0.000009619801,0.0003555973,0.5797695,0.0001873175,0.00001452095,0.004141527,0.4102962,0.000146233,0.0001412989,0.00005711653,0.004855737,0.00002534376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985109,0.0002483977,0.00004205136,0.0001883785,0.000005403775,0.00002819145,0.0001396062,0.00000209085,0.0008349643],"genre_scores_gemma":[0.9983816,0.0007226053,0.0001435847,0.0002640551,0.00001247773,0.00005873162,0.0001220049,0.000003880611,0.0002909408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008187085,"threshold_uncertainty_score":0.01627886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048399440955087,"score_gpt":0.3451705478079523,"score_spread":0.2967711068528652,"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."}}