{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135775,0.0002051586,0.000176284,0.000998675,0.0002266011,0.0002042423,0.0001097968,0.0002907188,0.002344293],"category_scores_gemma":[0.0006614616,0.00006289921,0.00009324102,0.0005668908,0.0002235257,0.0001146816,0.0001998945,0.0001790933,0.0002152893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081511,"about_ca_system_score_gemma":0.0001045735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002563374,"about_ca_topic_score_gemma":0.00039018,"domain_scores_codex":[0.9998875,0.00002188797,0.00001190159,0.00003454806,0.00003059242,0.00001353789],"domain_scores_gemma":[0.9996049,0.00009576612,0.0001819387,0.00001925035,0.00004877681,0.00004941375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142594,0.00007011598,0.7962326,0.0002399892,0.00008710859,0.008392425,0.0004296251,0.0003934377,0.1591941,0.0003604541,0.0003966606,0.03306081],"study_design_scores_gemma":[0.00001902841,0.0002940829,0.9578912,0.0000359103,0.0000572829,0.02833551,0.000117094,0.0003471409,0.01092613,0.0004201765,0.001547707,0.000008745813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976897,0.0010076,0.0003334091,0.00003492454,0.000003070876,0.000006107336,0.0001062525,0.00002094386,0.0007979426],"genre_scores_gemma":[0.9992415,0.0001904947,0.0002279795,0.00001744378,0.000007515258,0.000003779424,0.00008953554,0.000002502864,0.0002193396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002344293,"threshold_uncertainty_score":0.007842422,"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."}}