{"id":"W2090948103","doi":"10.1007/s00296-009-1129-7","title":"What is the relationship between disease activity, severity and damage in a large Canadian systemic sclerosis cohort? Results from the Canadian Scleroderma Research Group (CSRG)","year":2009,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; St Joseph's Health Care; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Cohort; Scleroderma (fungus); Rheumatology; Severity of illness; Cohort study; Disease; Gastroenterology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001699754,0.0001853203,0.0003111864,0.0003968429,0.0007601436,0.0002626448,0.0004296771,0.0002852308,0.00008944799],"category_scores_gemma":[0.001536845,0.0001263405,0.00008600263,0.0003769163,0.0002638494,0.0003079842,0.00007051282,0.0008164318,0.00006360679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007839332,"about_ca_system_score_gemma":0.001018653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7235783,"about_ca_topic_score_gemma":0.8273084,"domain_scores_codex":[0.997229,0.0006312425,0.0004868355,0.000508823,0.0005855533,0.0005585942],"domain_scores_gemma":[0.9964716,0.001953839,0.0001274101,0.000558905,0.0002030867,0.0006851896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468005,0.00004389177,0.9882076,0.00001045493,0.0001128533,0.00003494929,0.001363511,0.000001890194,0.00001075726,0.001721319,0.00775578,0.0005902267],"study_design_scores_gemma":[0.001602793,0.00002042554,0.9925631,0.002806197,0.00005991375,0.00004994599,0.000707822,0.0006600792,0.000003115666,0.001058336,0.0003444899,0.0001237251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039184,0.002385807,0.000001815983,0.09108402,0.0004243329,0.0007237558,0.0009678392,0.00002217631,0.0004718968],"genre_scores_gemma":[0.9960665,0.001566344,0.000005797748,0.001558127,0.00009677379,0.00005100655,0.0004881448,0.00001636486,0.0001509761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10373,"threshold_uncertainty_score":0.5846487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08075204264564337,"score_gpt":0.3297797572837026,"score_spread":0.2490277146380593,"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."}}