{"id":"W3036131963","doi":"10.1093/pch/pxaa077","title":"Rethinking ‘essential’ and ‘nonessential’: the developmental paediatrician’s COVID-19 response","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Winnipeg","funders":"","keywords":"Pandemic; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Medicine; Action (physics); Population; Mental health; Intensive care; Phone; Medical emergency; Disease; Psychiatry; Intensive care medicine; Environmental health; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.05713106,0.0009925436,0.001345244,0.001718298,0.01060369,0.01235945,0.004309991,0.03812973,0.007092311],"category_scores_gemma":[0.09552042,0.000888509,0.001469719,0.001009279,0.03669489,0.01611589,0.02506554,0.07528941,0.001811039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349959,"about_ca_system_score_gemma":0.04000855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515227,"about_ca_topic_score_gemma":0.03397313,"domain_scores_codex":[0.958746,0.02018816,0.004296471,0.003415496,0.008727549,0.004626413],"domain_scores_gemma":[0.937025,0.03639549,0.002452488,0.001622526,0.008937351,0.01356715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008141516,0.0001255915,0.002375217,0.0006765085,0.00003565167,0.002944468,0.02930858,0.0004204169,0.001015115,0.1868445,0.6840315,0.09214105],"study_design_scores_gemma":[0.00003378784,0.0001048572,0.001397153,0.001352251,0.00001121756,0.001582065,0.01474077,0.000133342,0.0003073016,0.03360233,0.9466355,0.00009937736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006047498,0.003028011,0.0004211262,0.9874061,0.006649962,0.000008778665,0.000009422409,0.00002144893,0.001850546],"genre_scores_gemma":[0.02923679,0.008354867,0.002821173,0.9461908,0.007936741,0.00008913459,0.00002409333,0.0001059184,0.00524038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05713106,"threshold_uncertainty_score":0.3021415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647938532358396,"score_gpt":0.2882901367691629,"score_spread":0.261810751445579,"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."}}