{"id":"W4411160422","doi":"10.1136/bmjpo-2025-003342","title":"Uncovering the wider impact of COVID-19 public health measures on the lives of children with complex care needs and their families in the Canadian Maritimes: a qualitative study","year":2025,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Dalhousie University; University of New Brunswick; University of Prince Edward Island; Mount Saint Vincent University; Nova Scotia Health Authority; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Public health; Pandemic; Feeling; Health care; Coronavirus disease 2019 (COVID-19); Qualitative research; Population; Psychology; Nursing; Medicine; Economic growth; Environmental health; Sociology; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006351464,0.0002145758,0.0004878679,0.0003730604,0.001475911,0.00007625321,0.0009097452,0.00006285324,0.0000180581],"category_scores_gemma":[0.001175506,0.00008857959,0.00006518557,0.001348407,0.000187506,0.0000967758,0.0002810107,0.0006595124,0.000001037082],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695128,"about_ca_system_score_gemma":0.01110409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.677127,"about_ca_topic_score_gemma":0.7816202,"domain_scores_codex":[0.9934737,0.004808674,0.0006432338,0.0002352102,0.0003373024,0.0005018749],"domain_scores_gemma":[0.9947004,0.003902618,0.0004245785,0.0005709357,0.0001942286,0.000207207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006856067,0.0000956132,0.4753972,0.0001547695,0.00007429147,4.298155e-7,0.5184188,0.00004772731,1.487604e-7,0.0009107591,0.004166712,0.0006649134],"study_design_scores_gemma":[0.00082081,0.0002759326,0.4513669,0.0001157671,0.00001072365,5.485986e-7,0.5467185,0.0000056022,1.021751e-7,0.0002764926,0.0003482077,0.00006038519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489467,0.001149055,0.00001635417,0.03700835,0.00005267323,0.009931129,0.0005458895,0.00001036339,0.002339448],"genre_scores_gemma":[0.9895802,0.0002369394,0.00001717406,0.00994115,0.000057153,0.00009280469,0.00003406086,0.00001442654,0.00002615886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044932,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592246252509318,"score_gpt":0.4751852255307222,"score_spread":0.3159606002797904,"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."}}