{"id":"W4248469829","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1854","title":"Inhalational Exposures and Fibrotic Interstitial Lung Disease: Presentation, Prevalence, and Survival in the Canadian Registry for Pulmonary Fibrosis","year":2021,"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":"University of Saskatchewan; University of Manitoba; Centre Hospitalier de l’Université de Montréal; McGill University; University of Calgary; University of Toronto; McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary fibrosis; Interstitial lung disease; Lung; Lung fibrosis; Fibrosis; Presentation (obstetrics); Idiopathic pulmonary fibrosis; Pathology; Lung disease; Pulmonary disease; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000888077,0.000545293,0.0005872466,0.002568324,0.002333792,0.001238829,0.001912317,0.0008960838,0.002580303],"category_scores_gemma":[0.002718253,0.0005006777,0.001078592,0.006408823,0.0005836057,0.0007033612,0.001270894,0.0009684141,0.0003194749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01269381,"about_ca_system_score_gemma":0.02424286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983549,"about_ca_topic_score_gemma":0.9877198,"domain_scores_codex":[0.9984864,0.0000866458,0.00009528567,0.0002413266,0.0005662302,0.0005239783],"domain_scores_gemma":[0.9972156,0.0001016066,0.0005975269,0.0001440467,0.001423737,0.0005174761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003111808,0.00001181427,0.997732,0.00001435926,0.00003745757,0.00004863238,0.0001206605,0.00004102782,0.000069461,0.00004463699,0.0008932057,0.0009555075],"study_design_scores_gemma":[0.000003452057,0.000008871185,0.9987741,0.00002317541,0.00002304115,0.0001294772,0.0003936655,0.0001391068,0.0000192931,0.00001519706,0.0004611145,0.000009479601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721142,0.002249443,0.0002113069,0.0005539596,0.00003017299,0.0000570691,0.02023334,0.00003535629,0.004515056],"genre_scores_gemma":[0.9925393,0.001029512,0.0001652256,0.00008674237,0.00001369438,0.00001931659,0.005554607,0.000007581879,0.0005839303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016451,"threshold_uncertainty_score":0.09210044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345464101263135,"score_gpt":0.2726368814326998,"score_spread":0.2591822404200685,"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."}}