{"id":"W2143584019","doi":"10.4187/aarc0427","title":"Cystic Fibrosis: Pathogenesis and Future Treatment Strategies","year":2009,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cystic fibrosis; Medicine; Disease; Pathogenesis; Cystic fibrosis transmembrane conductance regulator; Pathophysiology; Fibrosis; Lung; Inflammation; Bioinformatics; Intensive care medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001019929,0.0007302468,0.002226127,0.000341098,0.0001504228,0.0001366831,0.0001615531,0.0004559641,0.00007198552],"category_scores_gemma":[0.00006849784,0.0005023389,0.0005409287,0.0003775197,0.0001714616,0.0001212173,0.00005878627,0.0003334357,0.00006605501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007634436,"about_ca_system_score_gemma":0.002094511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006337953,"about_ca_topic_score_gemma":0.00001272192,"domain_scores_codex":[0.9973351,0.0002562924,0.0005674838,0.0007934714,0.000518292,0.0005293163],"domain_scores_gemma":[0.9982047,0.0001854428,0.0002000662,0.0008000766,0.0001851158,0.0004245775],"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":[0.0000446065,0.00004079294,0.000004354169,0.0268687,0.0001343268,0.0003295941,0.0001073847,2.730847e-7,0.00007484078,0.00005789501,0.0001994347,0.9721378],"study_design_scores_gemma":[0.0005449284,0.001980076,0.0001088006,0.01020172,0.001449647,0.000123426,0.001018953,1.184654e-7,0.00001743013,0.000009365917,0.9841533,0.000392263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005876948,0.996732,0.000005637463,0.00002190993,0.0001345941,0.001562594,0.000369629,0.0001268878,0.0009880041],"genre_scores_gemma":[0.0000203885,0.996804,0.0007409175,0.0000655492,0.001576848,0.0002993474,0.0002553373,0.0000945809,0.0001430327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9839538,"threshold_uncertainty_score":0.9997428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759178027862448,"score_gpt":0.3660786932478184,"score_spread":0.328486912969194,"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."}}