{"id":"W3195183128","doi":"10.1136/thoraxjnl-2021-217532","title":"Apples to apples? Comparative analyses of national CF registries","year":2021,"lang":"en","type":"letter","venue":"Thorax","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Psychological intervention; Benchmarking; Cohort; Demography; Natural history; Population; Cohort effect; Cystic fibrosis; Cohort study; Lung function; Confounding; Health care; Family medicine; Comparative effectiveness research; Pediatrics; Gerontology; Environmental health; Internal medicine; Alternative medicine; Pathology; Lung; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05297155,0.0003348632,0.001223153,0.002290549,0.001115845,0.002815984,0.001616961,0.00712,0.004503871],"category_scores_gemma":[0.2128462,0.0004904874,0.0009812154,0.002954266,0.002039691,0.002771321,0.001267928,0.005114714,0.001489959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750398,"about_ca_system_score_gemma":0.001884916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097873,"about_ca_topic_score_gemma":0.005387268,"domain_scores_codex":[0.9619464,0.02519666,0.004194036,0.002343113,0.005254708,0.001065142],"domain_scores_gemma":[0.7672567,0.1955132,0.01226959,0.007097018,0.0142916,0.003571903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001202916,0.00006541792,0.02405821,0.0008031826,0.0006303915,0.0009706612,0.0009137064,0.0000977681,0.0002315035,0.005494352,0.9008642,0.06466767],"study_design_scores_gemma":[0.001156943,0.0005722327,0.09071463,0.005863828,0.001510532,0.004331619,0.003220007,0.001113097,0.0007869559,0.0224083,0.8680768,0.0002451267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0148962,0.02108951,0.0007404424,0.8619559,0.09313149,0.00006974461,0.0008922998,0.00004176255,0.007182756],"genre_scores_gemma":[0.08004203,0.01296406,0.001342314,0.7037116,0.1977336,0.0002222447,0.0005335336,0.00009669548,0.003353898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05297155,"threshold_uncertainty_score":0.2801436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301776056097176,"score_gpt":0.4765096690882213,"score_spread":0.2463320634785037,"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."}}