{"id":"W2991525627","doi":"10.4187/respcare.06697","title":"Cystic Fibrosis Lung Disease: An Overview","year":2019,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; York University","keywords":"Medicine; Cystic fibrosis; Bronchiectasis; Lung; Mucus; Lung transplantation; Disease; Respiratory disease; Mucociliary clearance; Pathology; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002644138,0.0007783567,0.002808894,0.0004484298,0.0001283014,0.0001094521,0.0005560272,0.0003770192,0.0006930219],"category_scores_gemma":[0.0007475708,0.0006159669,0.001079355,0.0006689187,0.0001398636,0.0002336467,0.000260949,0.0008298134,0.001040765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111539,"about_ca_system_score_gemma":0.003511796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007228355,"about_ca_topic_score_gemma":0.000005009124,"domain_scores_codex":[0.9955026,0.0005325015,0.0008238369,0.001164247,0.001208159,0.0007686876],"domain_scores_gemma":[0.9955884,0.0003983832,0.0003105693,0.002215011,0.0003623788,0.001125307],"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":[0.00005966757,0.00004448727,0.00004556393,0.2703031,0.0001199055,0.000208136,0.0000254859,0.000001228775,0.000009173108,0.0000609478,0.002505378,0.726617],"study_design_scores_gemma":[0.0004097225,0.0003490218,0.0001240398,0.06389163,0.002411597,0.00002043876,0.00003995872,0.000004509388,0.000002170601,0.000004706425,0.9322016,0.0005406601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009458624,0.994879,0.00001217544,0.000008928981,0.0003843021,0.002871863,0.001007574,0.0001852081,0.0006414898],"genre_scores_gemma":[0.000009638266,0.9961706,0.0002588381,0.0002320422,0.0008174101,0.0003955437,0.001206353,0.0002390819,0.0006705054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9296961,"threshold_uncertainty_score":0.999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104638631776805,"score_gpt":0.44003602707919,"score_spread":0.3295721639015095,"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."}}