{"id":"W2985150712","doi":"10.1186/s12890-019-0943-2","title":"Demographic and clinical predictors of progression and mortality in connective tissue disease-associated interstitial lung disease: a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; DLCO; Interstitial lung disease; Internal medicine; Vital capacity; Retrospective cohort study; Connective tissue disease; Proportional hazards model; Disease; Diffusing capacity; Lung; Lung function; Autoimmune disease","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":[0.001239023,0.0003528204,0.0005063333,0.0009205939,0.0005510227,0.0006775199,0.0004637252,0.0004811036,0.001166912],"category_scores_gemma":[0.001755857,0.0004639699,0.000725752,0.001175465,0.0002892761,0.0006433777,0.0005756697,0.0008421969,0.0002528621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429784,"about_ca_system_score_gemma":0.000544211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025708,"about_ca_topic_score_gemma":0.004247569,"domain_scores_codex":[0.9992447,0.0001516358,0.0001031803,0.0002294468,0.0001549663,0.0001161421],"domain_scores_gemma":[0.998562,0.0001873765,0.0005565081,0.0002266845,0.0001892828,0.000278195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009272447,0.00002953711,0.9993384,0.000004276596,0.00004450866,0.00006755106,0.00003499226,0.0000178149,0.00007137209,0.000006289037,0.00004688005,0.0002454587],"study_design_scores_gemma":[0.00001396665,0.0001863605,0.9989139,0.00000641525,0.00004322684,0.0003692296,0.0001460503,0.0001795488,0.00003006333,0.00001064062,0.00009599865,0.00000464164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991524,0.0001256782,0.00009739046,0.00001521354,0.000004205894,0.00001924524,0.0004668758,0.000002504771,0.0001166066],"genre_scores_gemma":[0.9990846,0.00008209189,0.00009352292,0.00001865221,0.00000959201,0.00002355483,0.0006251216,0.000001602975,0.00006126134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025708,"threshold_uncertainty_score":0.008004546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995919216015695,"score_gpt":0.3383399697027947,"score_spread":0.3183807775426377,"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."}}