{"id":"W4297982404","doi":"10.15173/child.v1i1.3128","title":"Regionalization of Pediatric Care","year":2022,"lang":"en","type":"article","venue":"The Child Health Interdisciplinary Literature and Discovery Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Pandemic; Pediatric hospital; Order (exchange); Coronavirus disease 2019 (COVID-19); Medicine; Family medicine; Nursing; Medical emergency; Business; Pediatrics; Political science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00374001,0.0002697853,0.0003391186,0.0004688686,0.005505028,0.003987711,0.003066054,0.005069268,0.005829962],"category_scores_gemma":[0.01358107,0.0002673571,0.0006077336,0.0008306508,0.007667684,0.00230673,0.004246928,0.007586928,0.0004971789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04608741,"about_ca_system_score_gemma":0.09967996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6088724,"about_ca_topic_score_gemma":0.8383828,"domain_scores_codex":[0.9939679,0.002164429,0.0002779,0.000759513,0.001225105,0.00160525],"domain_scores_gemma":[0.9911828,0.002018478,0.001021783,0.0003875892,0.002838551,0.00255079],"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":[0.00005300745,0.00002440358,0.01120487,0.001258517,0.00005623027,0.00434938,0.04575094,0.001239045,0.001070864,0.2704121,0.5641813,0.1003994],"study_design_scores_gemma":[0.00001224094,0.00002567786,0.008634754,0.00168763,0.00002291396,0.0009081945,0.01291294,0.0001493391,0.000170255,0.005092178,0.9703599,0.00002394061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00922934,0.03392543,0.001920303,0.8664356,0.005537112,0.00004964657,0.0001290894,0.00006213176,0.08271123],"genre_scores_gemma":[0.4555273,0.06018449,0.003766853,0.4475404,0.00951756,0.0001214422,0.0001970177,0.000125972,0.02301908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6088724,"threshold_uncertainty_score":0.7868621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149543828616999,"score_gpt":0.3737955248552898,"score_spread":0.3523000865691198,"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."}}