{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004130471,0.0002667679,0.0004479085,0.000610659,0.0007307752,0.0005174046,0.0003451305,0.00051891,0.0006363664],"category_scores_gemma":[0.005603584,0.0002470093,0.0006016865,0.001180189,0.000302289,0.0006271307,0.00066895,0.000843879,0.0001247618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733362,"about_ca_system_score_gemma":0.001403473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02436285,"about_ca_topic_score_gemma":0.02283722,"domain_scores_codex":[0.9983144,0.0008759361,0.0001271828,0.0002192994,0.0002716975,0.0001914271],"domain_scores_gemma":[0.9963949,0.0005269325,0.00160838,0.0003322035,0.0005014908,0.0006360481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942189,0.00008972837,0.9982156,0.00001265431,0.0001298501,0.0000500004,0.00007294447,0.00004741231,0.00006221909,0.00001883183,0.0001110804,0.0008955317],"study_design_scores_gemma":[0.0000537005,0.0004782293,0.9983223,0.00002375791,0.00009314761,0.0001788701,0.0001673129,0.0003530032,0.00002926523,0.00003595914,0.0002585088,0.000005961183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983338,0.0003883329,0.000220511,0.0001064297,0.000006234624,0.00002505356,0.0007697844,0.000003531624,0.0001465536],"genre_scores_gemma":[0.9984564,0.000171408,0.0002020834,0.0000451458,0.00001312345,0.00003094206,0.0009979982,0.00000134149,0.00008157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02436285,"threshold_uncertainty_score":0.04844213,"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."}}