{"id":"W4229002017","doi":"10.1111/resp.14267","title":"Inhalational exposures in patients with fibrotic interstitial lung disease: Presentation, pulmonary function and survival in the <scp>Canadian Registry</scp> for <scp>Pulmonary Fibrosis</scp>","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Manitoba; University of Toronto; Centre Hospitalier de l’Université de Montréal; McGill University; University of Calgary; McMaster University; St. Paul's Hospital; Hospital for Sick Children; University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Idiopathic pulmonary fibrosis; Interstitial lung disease; Pulmonary fibrosis; Pulmonary function testing; Internal medicine; Vital capacity; Proportional hazards model; Hazard ratio; Logistic regression; Fibrosis; Lung; Diffusing capacity; Lung function; Confidence interval","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":[0.0008369405,0.0002723368,0.0003954896,0.000762077,0.0009761331,0.0006344316,0.0006879302,0.0004941362,0.001364112],"category_scores_gemma":[0.002224462,0.0001967803,0.0004201196,0.00181146,0.000357084,0.0003333948,0.0005595215,0.0006200413,0.0001380174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579219,"about_ca_system_score_gemma":0.004560352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5801764,"about_ca_topic_score_gemma":0.6470704,"domain_scores_codex":[0.9993793,0.00006601915,0.00003548969,0.000112741,0.0002268243,0.0001796265],"domain_scores_gemma":[0.998746,0.0001183868,0.0004638062,0.00005931724,0.0003033791,0.0003089693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000423236,0.000007089637,0.9991535,0.000007254766,0.00001724357,0.00004118863,0.00003471482,0.00002263739,0.00004519982,0.000007451987,0.0001243816,0.0004970115],"study_design_scores_gemma":[0.000003805013,0.00002210652,0.9994821,0.000008156596,0.00001467846,0.0001349687,0.0001045611,0.00007824438,0.00001121166,0.000008816515,0.0001284996,0.000002940031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966477,0.0008641044,0.00005597872,0.0001476211,0.00000598232,0.00001504707,0.001495895,0.000003995199,0.000763664],"genre_scores_gemma":[0.9984572,0.0002602936,0.00005135779,0.00002655716,0.000007605533,0.00000582109,0.00108854,0.000001344377,0.000101299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4198236,"threshold_uncertainty_score":0.844592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007815151296055041,"score_gpt":0.2295644917722316,"score_spread":0.2217493404761766,"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."}}