{"id":"W1977735465","doi":"10.3109/03009742.2013.868512","title":"Myopathy is a poor prognostic feature in systemic sclerosis: results from the Canadian Scleroderma Research Group (CSRG) cohort","year":2014,"lang":"en","type":"article","venue":"Scandinavian Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Scleroderma (fungus); Cohort; Myopathy; Cohort study; Systemic scleroderma; Feature (linguistics); Internal medicine; Systemic disease; Dermatology; Pathology; Dermatomyositis; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003783769,0.000279906,0.001005674,0.000697173,0.0003973647,0.0001088644,0.0005726767,0.000510542,0.00005428671],"category_scores_gemma":[0.002497294,0.0001765069,0.0002472942,0.0008116545,0.0003931493,0.0001180914,0.00005934104,0.001503638,0.00008107713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005675725,"about_ca_system_score_gemma":0.000880646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07297884,"about_ca_topic_score_gemma":0.03578387,"domain_scores_codex":[0.9953089,0.001262936,0.001256717,0.0004581533,0.0008650869,0.0008481932],"domain_scores_gemma":[0.9962625,0.001119797,0.0005921178,0.0006000095,0.000624848,0.0008007239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007016625,0.00009635333,0.9543341,0.00008185009,0.0002394044,0.0001530263,0.001730329,0.000005720279,0.0004913828,0.000138663,0.040375,0.001652558],"study_design_scores_gemma":[0.006000477,0.0005389085,0.9556233,0.028813,0.0002159975,0.00533361,0.002204978,0.0002264169,0.00006516016,0.0002156535,0.0005592685,0.0002032191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705588,0.01511035,0.000009191955,0.01208566,0.0008962042,0.0007647269,0.00008740713,0.00001802501,0.0004696718],"genre_scores_gemma":[0.9963933,0.002518441,0.00007467502,0.0006521264,0.0001753456,0.00002969634,0.00003682947,0.00004404248,0.00007553406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03981573,"threshold_uncertainty_score":0.9818106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785914027673377,"score_gpt":0.2798044156025836,"score_spread":0.2419452753258498,"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."}}