{"id":"W4396504140","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2864","title":"Mortality and Incidence of Acute Exacerbations in the Era of Anti-Fibrotic Agents in Idiopathic Pulmonary Fibrosis: Preliminary Results of a Multi-Center, Prospective Cohort Study From the Time of Diagnosis","year":2024,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Incidence (geometry); Prospective cohort study; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Cohort; Intensive care medicine; Internal medicine; Fibrosis; 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":[0.001035572,0.0005366561,0.0006520915,0.0009553332,0.0007639381,0.001172979,0.0007810902,0.001176866,0.00113285],"category_scores_gemma":[0.003308467,0.0007005609,0.001227299,0.001173224,0.0003333995,0.001262763,0.0008018803,0.00149251,0.0002071676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701073,"about_ca_system_score_gemma":0.0005090107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00864104,"about_ca_topic_score_gemma":0.008331353,"domain_scores_codex":[0.9991636,0.0002242683,0.00006819345,0.0002327697,0.0001192263,0.0001918221],"domain_scores_gemma":[0.9977818,0.0004413513,0.000783387,0.0003013867,0.0002419404,0.0004501244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009804758,0.00007934914,0.9978189,0.000005239716,0.0001396259,0.00008763195,0.00005687249,0.00005296687,0.000205484,0.00001246103,0.00007008905,0.0004908964],"study_design_scores_gemma":[0.00002086794,0.0001454901,0.9993382,0.000002411299,0.00005483404,0.0001227513,0.00009688382,0.0001349272,0.000029345,0.0000117523,0.00003719783,0.000005298601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990815,0.0002102289,0.00004441763,0.00002948919,0.000007477048,0.000004736972,0.0004388923,0.000002405545,0.0001808052],"genre_scores_gemma":[0.9990854,0.000116314,0.00004470952,0.00002124837,0.00002389372,0.00000874274,0.000546302,0.00000240426,0.0001508485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00864104,"threshold_uncertainty_score":0.01718146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398054427130437,"score_gpt":0.3078588708016023,"score_spread":0.283878326530298,"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."}}