{"id":"W4389742059","doi":"10.1111/resp.14645","title":"Early versus late onset interstitial lung disease in rheumatoid arthritis: An observational study of risk factors and mortality in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University Health Network; University of Toronto; Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Pulmonary Fibrosis Foundation","keywords":"Medicine; Interstitial lung disease; Rheumatoid arthritis; Internal medicine; Odds ratio; Proportional hazards model; Lung biopsy; Retrospective cohort study; Hazard ratio; Logistic regression; Lung; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923795,0.0001381888,0.0003589577,0.0001782174,0.00003889197,0.000006779353,0.00007501709,0.00006574141,0.00007919056],"category_scores_gemma":[0.0001651421,0.0001345245,0.00004018025,0.0001771706,0.00007307078,0.00009290971,0.00006662784,0.0002587198,9.066397e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429802,"about_ca_system_score_gemma":0.0007185239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767781,"about_ca_topic_score_gemma":0.9943064,"domain_scores_codex":[0.9986483,0.0001802354,0.0003957257,0.0003029208,0.0002197492,0.0002530142],"domain_scores_gemma":[0.999321,0.0001528462,0.00008510323,0.0002083297,0.00003736052,0.0001953911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01097415,0.0003015961,0.9864879,0.00002340767,0.00004976201,0.0006683473,0.00112779,0.0002159517,0.000014829,0.00003175665,0.00004470995,0.00005976399],"study_design_scores_gemma":[0.003160203,0.002215552,0.9922988,0.00009766772,0.00003627845,0.000001509499,0.0005072011,0.001474824,0.000001161446,0.0000741308,0.00003012047,0.0001025092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989094,0.0001159881,5.758903e-7,0.00006222408,0.0003081581,0.0003369802,0.0002248468,0.00001759739,0.00002419348],"genre_scores_gemma":[0.9996364,0.00006799564,0.000002195919,0.00004116699,0.00002169555,0.00002565081,0.0001810304,0.00001165403,0.00001219628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752827,"threshold_uncertainty_score":0.5485749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04872520072514162,"score_gpt":0.3031545714781881,"score_spread":0.2544293707530465,"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."}}