{"id":"W1521094709","doi":"10.1111/resp.12234","title":"Predictors of mortality in rheumatoid arthritis‐related interstitial lung disease","year":2013,"lang":"en","type":"review","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Rheumatoid arthritis; Internal medicine; Observational study; Cohort; Idiopathic pulmonary fibrosis; Multivariate analysis; Mortality rate; Disease; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000279605,0.0005043311,0.002824047,0.0005216554,0.00003143355,0.00001068901,0.000270119,0.0006562334,0.0008799082],"category_scores_gemma":[0.0002500415,0.0004276246,0.001009654,0.0003109045,0.0003866242,0.00008687014,0.0001800017,0.0007325039,0.0001066265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167326,"about_ca_system_score_gemma":0.0007349501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082457,"about_ca_topic_score_gemma":0.00001150313,"domain_scores_codex":[0.9965334,0.0004151707,0.001603103,0.0006403488,0.0002976338,0.0005103647],"domain_scores_gemma":[0.9981332,0.0001372003,0.0005188369,0.0006859385,0.00008828339,0.0004365143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005294715,0.002601768,0.02518205,0.1321661,0.003849868,0.005774573,0.0002238733,0.00001026065,0.00001672877,0.003927656,0.009424699,0.8115277],"study_design_scores_gemma":[0.001869376,0.002073709,0.004161853,0.07032115,0.001968717,0.0003237864,0.00001609662,0.0002722402,6.165299e-7,0.0001992803,0.9181134,0.0006798244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005328004,0.9905605,0.00000815368,0.00005557369,0.0009058022,0.001581096,0.0003324085,0.0000608587,0.001167543],"genre_scores_gemma":[0.01407937,0.9845706,0.000008458573,0.00006780642,0.0002177189,0.0002551707,0.0005422031,0.00007403846,0.0001846439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9086887,"threshold_uncertainty_score":0.9998176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219181714244787,"score_gpt":0.3182417343930724,"score_spread":0.2960499172506245,"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."}}