{"id":"W7116745361","doi":"10.1002/jcp.70112","title":"Altered Metabolism in Idiopathic Pulmonary Fibrosis","year":2025,"lang":"en","type":"article","venue":"Journal of Cellular Physiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Idiopathic pulmonary fibrosis; Disease; Lung; Pulmonary fibrosis; Interstitial lung disease; Fibrosis; Metabolomics; Extracellular matrix; Cellular respiration","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002908527,0.0003991901,0.000542008,0.0008372391,0.0002212303,0.0007287592,0.0002411063,0.0008007311,0.0008874962],"category_scores_gemma":[0.000300844,0.0001220671,0.0003188736,0.0006629627,0.0003683397,0.0004643715,0.0005147706,0.0007954634,0.0003342945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004901722,"about_ca_system_score_gemma":0.0004005053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008644637,"about_ca_topic_score_gemma":0.001123846,"domain_scores_codex":[0.999848,0.00003500376,0.00002091135,0.00003182394,0.00003959382,0.00002465238],"domain_scores_gemma":[0.9999111,0.0000242381,0.00002467402,0.000004322704,0.00002393272,0.00001177293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008340906,0.0001560614,0.007788717,0.01445713,0.0003356105,0.003736802,0.0006076538,0.001850027,0.133939,0.02299507,0.02296196,0.7903379],"study_design_scores_gemma":[0.00005628175,0.0009632475,0.04153396,0.004094764,0.0004793891,0.02233817,0.0005834652,0.00186114,0.04766424,0.02832455,0.8519634,0.0001374242],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0081933,0.9859341,0.001839612,0.001088277,0.0003569847,0.00001193344,0.0001298611,0.00003402743,0.002411826],"genre_scores_gemma":[0.07926384,0.9152217,0.001996004,0.0008574321,0.000638293,0.00002837699,0.0003036478,0.000008278109,0.001682466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008874962,"threshold_uncertainty_score":0.00355649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006970171178700364,"score_gpt":0.2512662806254854,"score_spread":0.2442961094467851,"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."}}