{"id":"W4293089587","doi":"10.1186/s12887-022-03549-y","title":"The impact of the COVID-19 pandemic on children with medical complexity","year":2022,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; University of Ottawa; McGill University; University of Calgary; Alberta Children's Hospital; BC Children's Hospital; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Healthcare delivery; Health care; Adverse effect; Family medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453445,0.00009757721,0.0001813447,0.00009062568,0.000550998,0.00001794417,0.0005912153,0.00004024211,0.0002732942],"category_scores_gemma":[0.0008843013,0.00005894667,0.0001348807,0.0004562154,0.0001123872,0.00002264659,0.0002720872,0.0003191345,0.00001891099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684099,"about_ca_system_score_gemma":0.0004154902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008173,"about_ca_topic_score_gemma":0.001034817,"domain_scores_codex":[0.9989029,0.0001032945,0.0003646932,0.0002048339,0.0001616017,0.0002627098],"domain_scores_gemma":[0.9986979,0.0003665662,0.0003218945,0.0004407247,0.00001083499,0.0001620775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003258158,0.00006501999,0.8566457,0.00001050297,0.00002174015,4.28554e-7,0.0001770759,0.001824239,5.713578e-9,0.1295295,0.01144069,0.0002525547],"study_design_scores_gemma":[0.0008496127,0.0003152236,0.9362038,0.000001268791,0.00001018312,0.00001910487,0.00006294906,0.0007958575,1.251211e-7,0.0195223,0.04206236,0.0001571564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777294,0.001105336,0.00200305,0.01209604,0.0004316185,0.0008589251,0.001208774,0.00005638787,0.004510441],"genre_scores_gemma":[0.9973271,0.0002587478,0.00002910903,0.001928707,0.0001962287,0.00003620307,0.00001443584,0.00001182305,0.0001976355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100072,"threshold_uncertainty_score":0.9965102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382017570981981,"score_gpt":0.3344069956621593,"score_spread":0.1962052385639612,"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."}}