{"id":"W2155809148","doi":"10.1016/j.jcf.2014.03.011","title":"European Cystic Fibrosis Society Standards of Care: Quality Management in cystic fibrosis","year":2014,"lang":"en","type":"review","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Cystic fibrosis; Medicine; Patient registry; Quality management; Health care; Patient care; Family medicine; Quality (philosophy); Intensive care medicine; Pediatrics; Internal medicine; Nursing; Operations management; Management system; Economic growth","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007549303,0.001617485,0.008586768,0.00157091,0.0002219249,0.0002183082,0.001639212,0.0006590799,0.0003669773],"category_scores_gemma":[0.004817684,0.001295647,0.004374496,0.002275721,0.0007404416,0.0004108518,0.000767478,0.002367608,0.00008565762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003238782,"about_ca_system_score_gemma":0.001905538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007914011,"about_ca_topic_score_gemma":0.00001805933,"domain_scores_codex":[0.9823934,0.002752688,0.006907548,0.001258376,0.005094673,0.001593269],"domain_scores_gemma":[0.9860052,0.004176033,0.004896102,0.001917211,0.001970167,0.001035216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002837815,0.0007289961,0.0001800365,0.3281013,0.002734977,0.0004982601,0.0008638145,0.0002353974,0.0003843697,0.0001767989,0.0113076,0.6519507],"study_design_scores_gemma":[0.004188636,0.003648319,0.001214526,0.1203661,0.006450666,0.0005011028,0.00065962,0.00004665605,0.00007810543,0.0001542685,0.8615683,0.00112362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003397135,0.9864515,0.006514259,0.0000948978,0.0008607708,0.002264816,0.001466667,0.00007651043,0.00193086],"genre_scores_gemma":[0.004267153,0.897632,0.09585751,0.00006309214,0.0009257472,0.0001183492,0.0002691243,0.0004017956,0.0004652087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8502607,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030238189783578,"score_gpt":0.3822643040077034,"score_spread":0.3519619221098676,"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."}}