{"id":"W2077138984","doi":"10.1006/clim.2002.5210","title":"Rheumatoid Factors: Host Resistance or Autoimmunity?","year":2002,"lang":"en","type":"review","venue":"Clinical Immunology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Immunology; Immune system; Autoantibody; Autoimmunity; Rheumatoid factor; Rheumatoid arthritis; Antibody; Virus; Antigen; Autoimmune disease; Disease; Biology; Cryoglobulinemia; Medicine; Hepatitis C virus; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001787355,0.0009002966,0.007905891,0.0005166654,0.0001987007,0.00005162179,0.001334069,0.002827092,0.003233789],"category_scores_gemma":[0.01015704,0.0005650848,0.001894045,0.0008933878,0.001454501,0.00008080315,0.0006734576,0.004349407,0.005526321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005034361,"about_ca_system_score_gemma":0.001545574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002688151,"about_ca_topic_score_gemma":0.00002251014,"domain_scores_codex":[0.9908352,0.002368236,0.003977361,0.001163173,0.0005405847,0.001115428],"domain_scores_gemma":[0.9868671,0.008013883,0.001203545,0.003250333,0.000331237,0.0003339617],"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":[0.0007994226,0.002190588,0.001966662,0.08351767,0.009194477,0.001797329,0.0003998568,5.29108e-9,0.00000249809,0.0005706773,0.06182962,0.8377312],"study_design_scores_gemma":[0.001486257,0.0005386086,0.00006845398,0.05390096,0.0006397463,0.006298933,0.0001249861,7.530277e-7,3.643849e-7,0.00001375477,0.9364619,0.0004652397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002645925,0.9883391,0.00000846596,0.000159711,0.002782109,0.002076496,0.00005792752,0.0003268759,0.005984692],"genre_scores_gemma":[0.00001595243,0.9050707,0.0001749508,0.0000623567,0.0003045718,0.0002005592,0.0001913725,0.0002108003,0.09376872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8746323,"threshold_uncertainty_score":0.99968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2539919939718909,"score_gpt":0.4686387677777945,"score_spread":0.2146467738059035,"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."}}