{"id":"W4406327591","doi":"10.1080/25310429.2024.2424637","title":"Patients with idiopathic pulmonary fibrosis have fatty lungs impacting respiratory physiology","year":2024,"lang":"en","type":"article","venue":"Pulmonology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Respiratory system; Idiopathic pulmonary fibrosis; Respiratory physiology; Pulmonary fibrosis; Intensive care medicine; Fibrosis; Internal medicine; Pathology; Lung","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":[0.001905522,0.001507314,0.001997807,0.0009686647,0.001056799,0.00200462,0.001449283,0.006850282,0.005105146],"category_scores_gemma":[0.009914643,0.0006260814,0.0006756416,0.0007741809,0.001160821,0.00194271,0.0005086564,0.008393636,0.002802618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006072443,"about_ca_system_score_gemma":0.0007449385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009666986,"about_ca_topic_score_gemma":0.001953108,"domain_scores_codex":[0.9987079,0.0003479412,0.0002654437,0.0002457262,0.000266007,0.0001669643],"domain_scores_gemma":[0.9931542,0.003755842,0.0005757546,0.0001290287,0.001591241,0.000793985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006024321,0.000102353,0.008912995,0.00162519,0.0002643492,0.01378864,0.0001712573,0.0001912169,0.0005804023,0.001283538,0.9185333,0.0539443],"study_design_scores_gemma":[0.0004932057,0.0004022544,0.03475437,0.004167884,0.0009340079,0.08341665,0.0008369918,0.002195497,0.001360004,0.005493237,0.8656746,0.0002712069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.006524421,0.07146081,0.0007454751,0.4290562,0.4865575,0.00003338761,0.0003782358,0.0001028026,0.005141071],"genre_scores_gemma":[0.0389092,0.03439849,0.000401964,0.1552541,0.764426,0.00003147422,0.0001795446,0.00005588516,0.006343493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006850282,"threshold_uncertainty_score":0.0170784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009828458337317955,"score_gpt":0.2514303268808383,"score_spread":0.2416018685435203,"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."}}