{"id":"W3109817938","doi":"10.1111/resp.13981","title":"Long‐chain fatty acids are bad in <scp>IPF</scp>, or are they?","year":2020,"lang":"en","type":"letter","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care Research Institute; Providence Health Care; Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; Intensive care 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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001918408,0.000706256,0.001664953,0.000453598,0.00009374089,0.0000347677,0.0005247898,0.001922457,0.0003299879],"category_scores_gemma":[0.001116349,0.0005649592,0.0005450842,0.000304372,0.0002497966,0.00006806245,0.0002898235,0.00344912,0.000515567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694899,"about_ca_system_score_gemma":0.000358998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000938009,"about_ca_topic_score_gemma":0.0001602889,"domain_scores_codex":[0.9960174,0.0004692051,0.0007681057,0.001147584,0.0005189761,0.001078753],"domain_scores_gemma":[0.9976579,0.0005720109,0.0004677406,0.000861517,0.0001333454,0.0003074831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002672176,0.0001580551,0.01909814,0.001556681,0.0002043693,0.06963731,0.0002277093,0.000004964228,0.0001892303,0.00002690998,0.905843,0.0003814206],"study_design_scores_gemma":[0.00172074,0.004358554,0.03299374,0.001232677,0.0003902501,0.0006071604,0.0002078002,0.0001166078,0.00003363632,0.0003434807,0.9577067,0.0002886445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03182477,0.004140935,0.0001051103,0.9545333,0.00166768,0.001514911,0.0008350509,0.0003006833,0.00507756],"genre_scores_gemma":[0.08071202,0.0005039378,0.00007102476,0.8991757,0.01086161,0.0002064493,0.0007986918,0.0002086278,0.007461969],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06903014,"threshold_uncertainty_score":0.9996802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124930341878766,"score_gpt":0.2676968968692757,"score_spread":0.2464475934504881,"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."}}