{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009832582,0.0002796231,0.0002370987,0.000923708,0.002083264,0.001168874,0.0006514569,0.0005622759,0.004372687],"category_scores_gemma":[0.006903975,0.0001397757,0.0004569288,0.001266388,0.001364343,0.0007806721,0.002114927,0.00122447,0.00017927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009672418,"about_ca_system_score_gemma":0.01529953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5321927,"about_ca_topic_score_gemma":0.6732532,"domain_scores_codex":[0.9977759,0.0002830744,0.0001040729,0.0001020409,0.0008350267,0.0008998988],"domain_scores_gemma":[0.9947072,0.0006485092,0.002423721,0.00006039051,0.0007099626,0.001450335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004266489,0.00003781652,0.967135,0.0003322252,0.00004461062,0.001221614,0.005696491,0.0001957694,0.0002249647,0.0005003375,0.005619247,0.01894942],"study_design_scores_gemma":[0.000003251516,0.00006362217,0.9822979,0.000337375,0.00001978546,0.00104245,0.009508221,0.00006900763,0.00008224642,0.0001191955,0.006441341,0.00001553622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574661,0.004970559,0.0001432158,0.01406102,0.0001097077,0.0001056648,0.002542547,0.00001812395,0.02058312],"genre_scores_gemma":[0.9943739,0.003375178,0.0002827056,0.001132328,0.00007301949,0.0000339668,0.000371219,0.000003679093,0.0003539594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5321927,"threshold_uncertainty_score":0.9411246,"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."}}