{"id":"W4293168444","doi":"10.1177/09612033221122158","title":"Serologic phenotypes distinguish systemic lupus erythematosus patients developing interstitial lung disease and/or myositis","year":2022,"lang":"en","type":"article","venue":"Lupus","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary; McGill University","funders":"","keywords":"Medicine; Myositis; Interstitial lung disease; Internal medicine; Hazard ratio; Cohort; Proportional hazards model; Confidence interval; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630003,0.0003754814,0.000279269,0.0007410266,0.0002693332,0.0005636273,0.0002218081,0.0004050738,0.001542655],"category_scores_gemma":[0.003049158,0.0002059387,0.000350202,0.0004359413,0.0002698746,0.0005246644,0.00044093,0.0003600907,0.0003987375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252496,"about_ca_system_score_gemma":0.0001800941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006087465,"about_ca_topic_score_gemma":0.0007968263,"domain_scores_codex":[0.9995459,0.0001071532,0.00008567532,0.0001037463,0.00007669002,0.00008076824],"domain_scores_gemma":[0.9982811,0.0003554358,0.0009170194,0.00008040774,0.0001326934,0.0002333355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008943084,0.0000151032,0.998911,0.000003938629,0.000008580379,0.0000729461,0.00002296965,0.00001825304,0.0002497442,0.000006421549,0.00002112661,0.0005805042],"study_design_scores_gemma":[0.00001527364,0.0001623898,0.9980283,0.000008071798,0.00001746382,0.001191059,0.0001438828,0.0001764736,0.0001415295,0.00002387928,0.00008947691,0.00000210549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993519,0.0001280672,0.00006523074,0.00002094412,0.000004431922,0.000005769004,0.00008873241,0.000002392772,0.0003326084],"genre_scores_gemma":[0.9997498,0.00003226812,0.0000582594,0.00001469495,0.000006292147,0.000002378284,0.00009733381,6.390445e-7,0.00003819744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542655,"threshold_uncertainty_score":0.005160689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103338355549209,"score_gpt":0.2364054373567037,"score_spread":0.2260716018017828,"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."}}