{"id":"W4388120536","doi":"10.1056/nejmra2216474","title":"Cystic Fibrosis","year":2023,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cystic fibrosis; Medicine; Pathophysiology; Intensive care medicine; Pathology; Internal medicine","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":[0.0005108499,0.000679408,0.001037842,0.001300845,0.0005361451,0.0009577524,0.0006137888,0.001071069,0.01580962],"category_scores_gemma":[0.0008873275,0.0001461927,0.0003949493,0.0008039802,0.0003873005,0.0007794211,0.0009581276,0.001377384,0.01474252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092556,"about_ca_system_score_gemma":0.0007352334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007747924,"about_ca_topic_score_gemma":0.001810634,"domain_scores_codex":[0.9996469,0.00004751177,0.00003130534,0.00004162112,0.000192017,0.00004059219],"domain_scores_gemma":[0.9996904,0.00008803526,0.00004124804,0.00001755856,0.0001090048,0.00005379363],"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":[0.00004554977,0.00003492952,0.0001466855,0.002861834,0.00002882421,0.0003046475,0.00002717303,0.00006005601,0.00208472,0.002508665,0.1089815,0.8829154],"study_design_scores_gemma":[0.00001105266,0.00003426467,0.0003304017,0.001136883,0.00001590819,0.001743978,0.00001323094,0.00001997307,0.0003011944,0.0006305358,0.9957568,0.000005954807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002761718,0.9785163,0.0006462606,0.00168775,0.002308132,0.00003289405,0.0001213033,0.00008756551,0.01632369],"genre_scores_gemma":[0.002774952,0.9708543,0.0009978333,0.002324818,0.001552418,0.00003364356,0.0003875835,0.00001310217,0.02106136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01580962,"threshold_uncertainty_score":0.05288845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07929430754633206,"score_gpt":0.4109016791661008,"score_spread":0.3316073716197688,"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."}}