{"id":"W4387311657","doi":"10.1016/j.jcf.2023.09.009","title":"Standards for the care of people with cystic fibrosis (CF)","year":2023,"lang":"en","type":"editorial","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Medicine; Cystic fibrosis; Scopus; Cyst; Family medicine; Internal medicine; MEDLINE; Pathology; Political science; Law","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00195878,0.0007054209,0.002423995,0.0006793834,0.0002826168,0.0001553442,0.0009594801,0.0006564099,0.0001219636],"category_scores_gemma":[0.02811344,0.0004171786,0.001002772,0.001073079,0.0004660887,0.0002243125,0.0001942981,0.00166098,0.0000110121],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035513,"about_ca_system_score_gemma":0.005853189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556339,"about_ca_topic_score_gemma":0.0001507657,"domain_scores_codex":[0.9905694,0.0001765051,0.001804367,0.0005349452,0.005996886,0.0009178964],"domain_scores_gemma":[0.9656044,0.02251128,0.001998128,0.00098584,0.00841603,0.0004843192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01718617,0.0001083401,0.0001031565,0.008803191,0.001225865,0.00007014454,0.000908358,0.000559698,0.003011144,0.00001066421,0.9648669,0.003146323],"study_design_scores_gemma":[0.006759963,0.01465565,0.001415899,0.01173261,0.004441145,0.0001208741,0.002298233,0.0002048326,0.001707409,0.000127485,0.9559904,0.0005455425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002828188,0.0362002,0.03358139,0.001300732,0.9016192,0.004030107,0.02005817,0.0001488543,0.0002331486],"genre_scores_gemma":[0.03555193,0.003205956,0.08422992,0.00003669161,0.8722233,0.0004316222,0.0009998652,0.000892179,0.002428603],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05064853,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009896492175315158,"score_gpt":0.3195178587303955,"score_spread":0.3096213665550803,"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."}}