{"id":"W2531768233","doi":"10.5301/jsrd.5000213","title":"Controversies: molecular vs. clinical systemic sclerosis classification","year":2016,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Disease; Medicine; Autoantibody; Population; Bioinformatics; Pathology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007083626,0.00020933,0.0006519074,0.0002312838,0.00009668778,0.00002857865,0.0001275864,0.0003888526,0.00008335384],"category_scores_gemma":[0.0007806055,0.0001176922,0.0004594853,0.0002154418,0.0003099373,0.0002236012,0.00002902348,0.0003179557,0.0000352678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007722717,"about_ca_system_score_gemma":0.0001635798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004810849,"about_ca_topic_score_gemma":3.490967e-7,"domain_scores_codex":[0.9974677,0.0002108915,0.001350982,0.0002714688,0.0004345825,0.0002643543],"domain_scores_gemma":[0.9977043,0.000507506,0.0008247848,0.0002552314,0.0002914499,0.000416761],"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":[0.00341898,0.001437917,0.2503913,0.0003829104,0.004115101,0.0001765016,0.0006944649,0.00003720766,0.3600455,0.001493674,0.03295961,0.3448468],"study_design_scores_gemma":[0.04260502,0.002387331,0.9117019,0.02612307,0.003215367,0.002927273,0.003662187,0.0004668361,0.001375654,0.001015631,0.003770677,0.0007490326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626555,0.02308054,0.0004418217,0.01137981,0.0008386382,0.0003072628,0.000005757803,0.00004058795,0.001250074],"genre_scores_gemma":[0.932646,0.06638306,0.00005560582,0.0005377008,0.00009831672,0.000003268528,0.000001937172,0.00002955999,0.0002445169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6613106,"threshold_uncertainty_score":0.4799348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348207382110174,"score_gpt":0.2728816489160424,"score_spread":0.2493995750949407,"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."}}