{"id":"W4411070148","doi":"10.3390/psychiatryint6020066","title":"The Impact of COVID-19 on Mental Health and Healthcare in Youth with Chronic Physical Illness and Their Families","year":2025,"lang":"en","type":"article","venue":"Psychiatry International","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Physical health; Health care; Mental illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Physical illness; Psychology; Psychiatry; Pandemic; Medicine; Political science; Virology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001885521,0.0001378123,0.0001787991,0.0001438803,0.0001947461,0.00001649706,0.0001401387,0.00003587761,0.00001801492],"category_scores_gemma":[0.00001158655,0.00008223958,0.00004416462,0.0001420327,0.0001604131,0.00003453867,0.00004278149,0.0001794298,0.00000146993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854431,"about_ca_system_score_gemma":0.001525147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068603,"about_ca_topic_score_gemma":0.008605984,"domain_scores_codex":[0.999067,0.0001120007,0.0002170777,0.0002639166,0.000121584,0.0002184065],"domain_scores_gemma":[0.9994171,0.0001549661,0.0001078611,0.0001596438,0.00001916721,0.0001412061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003830076,0.0008970543,0.7361866,0.0003484057,0.0002886122,0.000001124141,0.06896304,0.0000426269,0.0000105042,0.1313902,0.003870433,0.0541713],"study_design_scores_gemma":[0.01106079,0.00556636,0.8418712,0.000723164,0.00001214775,0.00004041197,0.1152933,0.001078594,0.00001505904,0.01244894,0.01146362,0.0004264153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622924,0.002679811,0.00004818338,0.03208968,0.0009974299,0.0003995961,0.0003499252,0.00001639478,0.00112661],"genre_scores_gemma":[0.996837,0.0004392558,0.000009239203,0.002387131,0.0001075763,0.00002732021,0.00005626567,0.000008102005,0.0001281574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189413,"threshold_uncertainty_score":0.9959019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596612484065311,"score_gpt":0.4207815655395467,"score_spread":0.3948154406988936,"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."}}