{"id":"W4401101597","doi":"10.3389/fimmu.2024.1465572","title":"Editorial: Prognostic and predictive factors in autoimmune connective tissue disorders","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Immunology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoimmunity; Connective tissue; Immunology; Acquired immune system; Medicine; Immunity; Inflammation; Immune system; 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":[0.009582673,0.004789943,0.007259825,0.004959764,0.002850313,0.005968951,0.004444479,0.01336004,0.007755551],"category_scores_gemma":[0.03019474,0.001451807,0.003174893,0.001860381,0.00266818,0.004273395,0.001683704,0.01939896,0.007493705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611305,"about_ca_system_score_gemma":0.002616435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581947,"about_ca_topic_score_gemma":0.003240693,"domain_scores_codex":[0.9951739,0.001112707,0.0009655461,0.0006373143,0.001788796,0.0003217764],"domain_scores_gemma":[0.9698002,0.01539061,0.001824115,0.0006297542,0.009471187,0.002884115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115984,0.00001790079,0.00007083704,0.0003339591,0.00005396105,0.0001446057,0.000008865566,0.00002553484,0.00004243809,0.0002300912,0.9941365,0.00482366],"study_design_scores_gemma":[0.0005689578,0.0001345035,0.001765563,0.002017091,0.0005654281,0.001339946,0.0000822693,0.0006281941,0.0002289698,0.002473902,0.9901075,0.00008753455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003508699,0.008731014,0.00009797538,0.02459486,0.9658834,0.00001518182,0.00006249893,0.00003302369,0.0005467879],"genre_scores_gemma":[0.0002427325,0.003728915,0.00005595543,0.01176878,0.9825592,0.00001307588,0.00002741483,0.00001146505,0.001592421],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01336004,"threshold_uncertainty_score":0.05067861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004598909861964788,"score_gpt":0.239496085389797,"score_spread":0.2348971755278322,"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."}}