{"id":"W4403044799","doi":"10.1016/j.jaad.2024.07.1492","title":"Prevalence and risk factors of interstitial lung disease in dermatomyositis: A retrospective study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Hamilton Health Sciences","funders":"","keywords":"Medicine; Dermatomyositis; Interstitial lung disease; Retrospective cohort study; Disease; Lung disease; Dermatology; Lung; Internal medicine","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":[0.001056181,0.0002125839,0.0004162434,0.0008191246,0.0002927707,0.0005578543,0.0004513046,0.0006393099,0.001632511],"category_scores_gemma":[0.003448835,0.0003032589,0.0002843636,0.001441819,0.000247531,0.0006189118,0.0002950255,0.0005323396,0.0002318889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643214,"about_ca_system_score_gemma":0.0002207846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488798,"about_ca_topic_score_gemma":0.001388257,"domain_scores_codex":[0.9992753,0.0001994828,0.0001816963,0.0001497905,0.0001167389,0.00007705072],"domain_scores_gemma":[0.9969845,0.0009864602,0.001182301,0.0001723334,0.0003510389,0.0003232695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004974211,0.00002490584,0.9981291,0.00002780295,0.00004148348,0.00028908,0.00004108872,0.000009377263,0.0000736526,0.00001272988,0.0003244797,0.0009766442],"study_design_scores_gemma":[0.00001349303,0.0001415918,0.9949231,0.00004681731,0.00008843897,0.003308108,0.0002849688,0.000245358,0.00006487065,0.0000318927,0.0008408322,0.00001060546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995906,0.002607905,0.000111053,0.0004289218,0.00004415779,0.00001233686,0.0005506451,0.000004615749,0.0003343472],"genre_scores_gemma":[0.9981719,0.0007738011,0.0001290831,0.0002466438,0.0001952014,0.00001134701,0.000350561,0.000002225484,0.0001191949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001632511,"threshold_uncertainty_score":0.00558567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007219049887209405,"score_gpt":0.2944698487020848,"score_spread":0.2872507988148754,"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."}}