{"id":"W2017546155","doi":"10.1097/md.0b013e3181dde28d","title":"Systemic Sclerosis","year":2010,"lang":"en","type":"article","venue":"Medicine","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sclerodactyly; Scleroderma (fungus); Internal medicine; Autoantibody; Rheumatology; Gastroenterology; Connective tissue disease; Serology; Dermatology; Cohort; Physical examination; Interstitial lung disease; Pathology; Disease; Calcinosis; Lung; Autoimmune disease; Antibody; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000328922,0.0001431508,0.0003696792,0.0001361141,0.0000772734,0.00000611105,0.00009361301,0.0001506444,0.001706803],"category_scores_gemma":[0.0003290382,0.00008752611,0.00008206776,0.000257244,0.0001736318,0.00003157225,0.00002349378,0.0003091943,0.0003348265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208297,"about_ca_system_score_gemma":0.00005628292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007422828,"about_ca_topic_score_gemma":0.000004298168,"domain_scores_codex":[0.9987822,0.00002020839,0.0003361494,0.0002432346,0.0003586745,0.0002595305],"domain_scores_gemma":[0.9989573,0.00006484416,0.00007933457,0.0004567792,0.0001136198,0.0003281637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005813658,0.0000860564,0.03060653,0.0001380497,0.00007221443,0.00003447576,0.0002451616,3.693908e-7,0.9182171,0.000620283,0.03093669,0.0189849],"study_design_scores_gemma":[0.02034666,0.001552307,0.8415932,0.0293542,0.002030142,0.005707126,0.003311689,0.000523712,0.03175584,0.0002340655,0.06269577,0.0008952669],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680085,0.006223041,0.00004696507,0.004642745,0.001828492,0.0003356869,0.000002702996,0.0001954506,0.01871646],"genre_scores_gemma":[0.994986,0.0006676332,0.00009036114,0.001081472,0.001335323,0.00002476521,0.00001715536,0.00002524231,0.001772027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8864613,"threshold_uncertainty_score":0.9992058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866548143213218,"score_gpt":0.2647203039563182,"score_spread":0.2360548225241861,"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."}}