{"id":"W4387026819","doi":"10.1016/j.chstcc.2023.100020","title":"ICU Management of the Patient With Fibrotic Interstitial Lung Disease","year":2023,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interstitial lung disease; Exacerbation; Intensive care medicine; Respiratory failure; Lung; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003749845,0.0005271854,0.0006843872,0.0004757881,0.0007825586,0.0008024161,0.0005171438,0.00117453,0.001509564],"category_scores_gemma":[0.001416801,0.0001416071,0.0004440662,0.000351539,0.0002540559,0.0006630196,0.0006951987,0.00162559,0.0005577405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106782,"about_ca_system_score_gemma":0.001062489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006659771,"about_ca_topic_score_gemma":0.001602557,"domain_scores_codex":[0.9996189,0.0001532008,0.00006854068,0.00002636292,0.00007904875,0.00005399851],"domain_scores_gemma":[0.9997076,0.0000921738,0.00006271816,0.000006376688,0.00006052815,0.00007053785],"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":[0.0002457018,0.0002291606,0.02762122,0.008849965,0.0002483118,0.166473,0.003069318,0.001037126,0.008324666,0.003138377,0.1159346,0.6648286],"study_design_scores_gemma":[0.0001126737,0.0009238918,0.05586308,0.01499319,0.0004776377,0.4254498,0.007370135,0.001587598,0.003026295,0.006687699,0.4833725,0.0001354607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05129193,0.8571776,0.01084105,0.03635617,0.006469895,0.0002634015,0.0001618718,0.0002894685,0.03714855],"genre_scores_gemma":[0.3112275,0.633406,0.01677315,0.02166279,0.009865217,0.0002872648,0.0004412944,0.00004651884,0.006290173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001509564,"threshold_uncertainty_score":0.005050063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081354331452426,"score_gpt":0.2720684726081249,"score_spread":0.2612549292936007,"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."}}