{"id":"W4229064968","doi":"10.3389/fimmu.2022.869172","title":"Precursors to Systemic Sclerosis and Systemic Lupus Erythematosus: From Undifferentiated Connective Tissue Disease to the Development of Identifiable Connective Tissue Diseases","year":2022,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Immunology; Medicine; Anti-nuclear antibody; Autoantibody; Connective tissue disease; Disease; Immune system; Autoimmunity; Pathogenesis; Connective tissue; Immune dysregulation; Acquired immune system; Inflammation; Undifferentiated connective tissue disease; Scleroderma (fungus); Systemic inflammation; Autoimmune disease; Antibody; Pathology","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":[0.0005088889,0.0006925552,0.001228068,0.002746248,0.0002836623,0.001345628,0.0006217053,0.001055785,0.004416583],"category_scores_gemma":[0.001339759,0.0002065959,0.0006835212,0.00285139,0.0005184421,0.001279142,0.0008189728,0.001404818,0.00125915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006445291,"about_ca_system_score_gemma":0.002102758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510316,"about_ca_topic_score_gemma":0.002341115,"domain_scores_codex":[0.999679,0.00007866543,0.00006519727,0.00004307999,0.0001050486,0.00002907728],"domain_scores_gemma":[0.999445,0.0003352576,0.00008306021,0.00001343154,0.00009434503,0.00002888405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009485149,0.00004936398,0.0002805992,0.08201993,0.0002175529,0.0005057528,0.0002772899,0.0002881204,0.001131736,0.00775893,0.03897097,0.8684049],"study_design_scores_gemma":[0.00001591072,0.00005611213,0.001014209,0.03088265,0.000233119,0.002160945,0.000146195,0.0000408024,0.0001973682,0.002559625,0.962678,0.00001511448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006595812,0.9987393,0.00005337042,0.000179516,0.0001638678,0.000003811977,0.00001390626,0.000003515873,0.0007767788],"genre_scores_gemma":[0.0005568757,0.9985891,0.0001053552,0.0002156277,0.0001140061,0.000006260089,0.00003100061,9.60853e-7,0.0003808225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004416583,"threshold_uncertainty_score":0.01477498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299552884717717,"score_gpt":0.2787086072339515,"score_spread":0.2487533187621798,"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."}}