{"id":"W4386947409","doi":"10.1016/j.jaut.2023.103110","title":"The cancer-associated glycan polysialic acid is dysregulated in systemic sclerosis and is associated with fibrosis","year":2023,"lang":"en","type":"article","venue":"Journal of Autoimmunity","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Dermis; Fibrosis; Internal medicine; Polysialic acid; Scleroderma (fungus); Autoimmune disease; Pathology; Cell; Disease; Neural cell adhesion molecule; 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":[0.001516864,0.0002447149,0.0007857285,0.0003365949,0.0003965058,0.0001045901,0.0002675616,0.0002659407,0.00004743277],"category_scores_gemma":[0.0005322059,0.0001451609,0.000205841,0.001758817,0.0001847197,0.0001403148,0.00007591949,0.0006528559,0.000006066194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000534441,"about_ca_system_score_gemma":0.0004458476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035838,"about_ca_topic_score_gemma":0.0001089554,"domain_scores_codex":[0.9973616,0.0003904537,0.0009449788,0.0001894554,0.0006776602,0.00043586],"domain_scores_gemma":[0.997627,0.0003448151,0.001001923,0.0003566667,0.0004672895,0.0002022885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002757041,0.001045049,0.528543,0.0003280891,0.007034112,0.0002681244,0.01400107,0.0001665587,0.396614,0.00001821807,0.02763829,0.02158643],"study_design_scores_gemma":[0.004849222,0.0005008341,0.9703643,0.01366252,0.0006428008,0.0001421797,0.003530001,0.0008032989,0.005229265,0.00002329964,0.00006005166,0.0001922551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813595,0.01499164,4.96104e-7,0.002922726,0.0002552497,0.0002837091,0.00005961717,0.00006910029,0.00005791702],"genre_scores_gemma":[0.9890321,0.01005196,0.000004046333,0.0002969909,0.00004960673,0.00001281874,0.00001251363,0.00003887172,0.0005010249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4418213,"threshold_uncertainty_score":0.5919488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708527694565994,"score_gpt":0.2629324809645055,"score_spread":0.2358472040188456,"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."}}