{"id":"W2101357957","doi":"10.1093/rheumatology/keh331","title":"Factors associated with abnormal Pap results in systemic lupus erythematosus","year":2004,"lang":"en","type":"article","venue":"British journal of rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Odds ratio; Dysplasia; Population; Family history; Logistic regression; Lupus erythematosus; Pap test; Obstetrics; Internal medicine; Cervical cancer; Immunology; Cancer; Cervical cancer screening","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":[0.0009642145,0.0002830653,0.0004038631,0.001029079,0.0002876708,0.0005260552,0.0002412006,0.0004825291,0.003364495],"category_scores_gemma":[0.006409218,0.0002556696,0.00043496,0.001548977,0.0003926954,0.0002832915,0.0003532412,0.0006180244,0.0003371323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829921,"about_ca_system_score_gemma":0.0003056038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389993,"about_ca_topic_score_gemma":0.001689049,"domain_scores_codex":[0.9988814,0.0004222148,0.0001547506,0.0001604715,0.000273052,0.0001081173],"domain_scores_gemma":[0.9948036,0.001399205,0.002962332,0.0001807198,0.0002417636,0.0004122724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008408558,0.00001365742,0.9981995,0.00002103804,0.0000479609,0.0001525081,0.00002265536,0.0000266544,0.0001825374,0.000005212687,0.00003861415,0.001205513],"study_design_scores_gemma":[0.000003291451,0.0000642398,0.9986884,0.00001061468,0.00003525052,0.0009606943,0.00002581181,0.00005319296,0.00003876423,0.00001218313,0.0001054545,0.000002142127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962368,0.002294353,0.0001558026,0.0001639793,0.0000125993,0.000007283991,0.0002506412,0.0000116695,0.0008670093],"genre_scores_gemma":[0.999341,0.0003261321,0.00007262923,0.00001641027,0.00001956416,0.000002912892,0.0001144567,0.000002208282,0.0001048693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364495,"threshold_uncertainty_score":0.01125538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681164418191377,"score_gpt":0.2713878166629936,"score_spread":0.2445761724810798,"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."}}