{"id":"W4283828280","doi":"10.1016/j.jaut.2022.102847","title":"Genomic instability in early systemic sclerosis","year":2022,"lang":"en","type":"article","venue":"Journal of Autoimmunity","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Biology; Cancer research; Genome instability; Cancer; Gene; Germline mutation; Pathogenesis; Somatic cell; Mutation; Genetics; DNA damage; Immunology; DNA","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":[0.001713163,0.0001149585,0.0005065035,0.0003117542,0.0001710087,0.00001742557,0.0002487816,0.00006368344,0.0002919427],"category_scores_gemma":[0.0001727887,0.00009444244,0.0002594553,0.0004119292,0.00005655018,0.0000982222,0.000138647,0.0009299005,0.000009084411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007749229,"about_ca_system_score_gemma":0.0004425943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003012166,"about_ca_topic_score_gemma":0.000002122469,"domain_scores_codex":[0.9978452,0.0004767683,0.0009159558,0.0001066789,0.0004631256,0.0001922836],"domain_scores_gemma":[0.9987837,0.0001060957,0.000505644,0.0003392276,0.0001418297,0.0001234915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009755635,0.001303045,0.8484765,0.0001656051,0.0002098315,0.0001424082,0.00320847,0.001002351,0.1390374,0.00003769793,0.0004523744,0.004988697],"study_design_scores_gemma":[0.002518595,0.0005198478,0.9915819,0.0009163681,0.0001014745,0.001022092,0.002706369,0.00008288339,0.0002125027,0.0000366825,0.0002122736,0.00008904254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875321,0.01105724,0.000003720496,0.0002174187,0.0005222015,0.0002263029,0.00001082468,0.00001712372,0.000413016],"genre_scores_gemma":[0.9991676,0.0005089297,0.00004296943,0.0001196957,0.00006000707,0.000009084951,0.000002358632,0.00001618049,0.00007319025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431053,"threshold_uncertainty_score":0.4040007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468490493333749,"score_gpt":0.2500518998752662,"score_spread":0.2153669949419287,"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."}}