{"id":"W2288787569","doi":"10.1136/archdischild-2015-309796","title":"The quality of life of home-ventilated children and their primary caregivers plus the associated social and economic burdens: a prospective study","year":2016,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Caregiver burden; Depression (economics); Anxiety; Gerontology; Family medicine; Pediatrics; Psychiatry; Nursing; Disease; Dementia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003348645,0.0001402657,0.0004434054,0.00007030211,0.00009162426,0.000006066823,0.0001376323,0.00003058413,0.000005808271],"category_scores_gemma":[0.0001682905,0.00006916086,0.0001218857,0.00005755274,0.0004580494,0.00004775251,0.0001312987,0.00009257741,2.11934e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834408,"about_ca_system_score_gemma":0.0003638751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660226,"about_ca_topic_score_gemma":0.0001320705,"domain_scores_codex":[0.9988237,0.000208446,0.0004338802,0.0002267728,0.0001483176,0.0001588582],"domain_scores_gemma":[0.9988904,0.0003884412,0.000341999,0.0002446479,0.0000283999,0.0001061373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575944,0.0005176716,0.9782528,0.00004111769,0.0005805082,0.00000111106,0.01435313,7.944483e-7,0.001031165,0.0002451829,0.00001461003,0.003385938],"study_design_scores_gemma":[0.00506674,0.0003936579,0.9889653,0.0001054591,0.0001067238,3.748782e-7,0.002747008,0.000003851807,0.0003582458,0.002171631,0.000001915721,0.00007904716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973365,0.0004628631,0.00000250682,0.0003815018,0.00002565114,0.001374388,0.0002616539,0.000009861947,0.0001450566],"genre_scores_gemma":[0.9997449,0.0001232459,0.000003799324,0.00002704264,0.00003096537,0.00002419861,0.000009787282,0.00001316428,0.00002290276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160613,"threshold_uncertainty_score":0.2820298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126319975184131,"score_gpt":0.2538412341387976,"score_spread":0.2425780343869562,"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."}}