{"id":"W2332388036","doi":"10.3899/jrheum.121218","title":"Scleroderma. From Pathogenesis to Comprehensive Management","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Compendium; Medicine; Scleroderma (fungus); Pathogenesis; Pathology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001241417,0.0001015979,0.0003900062,0.0001071445,0.00005611166,0.00001006536,0.0001801787,0.00006238887,0.0003529836],"category_scores_gemma":[0.00003282219,0.0000542343,0.0001115274,0.0001140373,0.00004992487,0.00003837464,0.00005950496,0.0001166392,0.0004242606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730373,"about_ca_system_score_gemma":0.00002689693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002754504,"about_ca_topic_score_gemma":0.000002121247,"domain_scores_codex":[0.9989324,0.0001426179,0.0004716243,0.00008010372,0.0002090966,0.0001641104],"domain_scores_gemma":[0.9989203,0.0001917166,0.0002377796,0.0002442203,0.0002234767,0.0001825043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409233,0.0006311976,0.4592937,0.0002826568,0.004227779,0.0001479509,0.004116799,0.0003994627,0.08929691,0.000438856,0.3639438,0.07581164],"study_design_scores_gemma":[0.002835231,0.0003091211,0.9801144,0.002015142,0.0007579894,0.004580317,0.005685552,0.00008055078,0.000564407,0.0005558532,0.002345469,0.0001559645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903772,0.004374618,0.000262899,0.003877269,0.00043044,0.0002801036,0.000002620917,0.00001156447,0.0003833174],"genre_scores_gemma":[0.9945067,0.003443658,0.0006470707,0.00126996,0.00001859403,0.000005811544,0.000001432262,0.00001278348,0.00009403661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5208207,"threshold_uncertainty_score":0.5453154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979325894325278,"score_gpt":0.2451471143861738,"score_spread":0.225353855442921,"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."}}