{"id":"W2315104585","doi":"10.3899/jrheum.100635","title":"Disability in Systemic Sclerosis — A Longitudinal Observational Study","year":2010,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Actelion Pharmaceuticals; Canadian Institutes of Health Research; Pfizer","keywords":"Medicine; Dropout (neural networks); Observational study; Scleroderma (fungus); Systemic scleroderma; Longitudinal study; Physical therapy; Internal medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001583518,0.0001090937,0.0005116666,0.00008029997,0.0000623544,0.000008789004,0.0002076908,0.0001048149,0.0001214064],"category_scores_gemma":[0.0005708247,0.00005908885,0.0001165595,0.0002176023,0.0001931864,0.00006968194,0.00003725423,0.0005570195,0.00001399663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005591636,"about_ca_system_score_gemma":0.0001579024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003310951,"about_ca_topic_score_gemma":0.0002265929,"domain_scores_codex":[0.9982871,0.000269064,0.0008645728,0.0001038239,0.0003069254,0.000168449],"domain_scores_gemma":[0.9984994,0.0005066288,0.0004109054,0.0002896746,0.0001914741,0.0001019356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004154383,0.0008539496,0.9927502,0.00004539919,0.0001204941,0.000008916845,0.0006316852,0.00001995466,0.004431954,0.0001007889,0.00026034,0.0003608559],"study_design_scores_gemma":[0.002284529,0.0002801997,0.9853856,0.0007908771,0.00016431,0.0087997,0.002071545,0.00006296715,0.00003538044,0.00006473621,0.00000622693,0.00005394362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967231,0.00103059,0.00000940374,0.001152982,0.0007121906,0.0003256494,0.000001647273,0.000009106561,0.0000353929],"genre_scores_gemma":[0.999545,0.0003194881,0.00003852026,0.0000400198,0.0000277262,0.000006225502,7.602506e-7,0.000009508063,0.0000127192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008790783,"threshold_uncertainty_score":0.2420003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0894051359209808,"score_gpt":0.3162664528916217,"score_spread":0.2268613169706409,"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."}}