{"id":"W2288865348","doi":"","title":"ACPA and Future Onset of Rheumatoid Arthritis Among Individuals With Undifferentiated Arthritis and Arthritis Free Individuals: A Systematic Review of Cohort Studies","year":2015,"lang":"en","type":"review","venue":"Journal of Autoimmune Diseases and Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Rheumatoid arthritis; Cohort; Internal medicine; Systematic review; Psychological intervention; Physical therapy; Cohort study; Arthritis; Meta-analysis; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001765083,0.0008885772,0.01330016,0.0009089619,0.0001793443,0.000080941,0.000399616,0.0004279632,0.00006040771],"category_scores_gemma":[0.001870538,0.0005808743,0.0006410904,0.0004859835,0.001907033,0.0003290552,0.0004074474,0.0008314013,0.000001210151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005224227,"about_ca_system_score_gemma":0.0009869647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004864788,"about_ca_topic_score_gemma":0.00002025342,"domain_scores_codex":[0.9922402,0.001223932,0.004268162,0.0005284589,0.001156838,0.0005824192],"domain_scores_gemma":[0.9916887,0.0009996637,0.004778612,0.0007619569,0.001179729,0.0005913752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001525751,0.0004234003,0.02971988,0.7585859,0.01655896,0.0005018191,0.0007115328,3.12464e-8,2.401334e-7,0.0002415032,0.001470075,0.191634],"study_design_scores_gemma":[0.005566628,0.001736073,0.009078969,0.9366133,0.0017195,0.02976078,0.001317289,7.499731e-7,7.071141e-7,0.0003200093,0.01339645,0.0004896114],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06624886,0.9301455,0.000001786376,0.0002250732,0.0001942705,0.002339156,0.0008128873,0.00002466678,0.000007803843],"genre_scores_gemma":[0.006982384,0.9924117,0.0001454738,0.00002831301,0.00002477199,0.0001513281,0.0001552275,0.00009178172,0.000008974194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1911444,"threshold_uncertainty_score":0.9996642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732737723056895,"score_gpt":0.3062073153247813,"score_spread":0.2888799380942124,"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."}}