{"id":"W2039200195","doi":"10.1002/art.34402","title":"Prediction of adverse pregnancy outcome by the presence of lupus anticoagulant, but not anticardiolipin antibody, in patients with antiphospholipid antibodies","year":2012,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Pregnancy; Antiphospholipid syndrome; Lupus anticoagulant; Adverse effect; Serology; Internal medicine; Prospective cohort study; Obstetrics; Multivariate analysis; Systemic lupus erythematosus; Immunology; Antibody; Thrombosis; Disease","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":[0.00112639,0.0003243888,0.0003258465,0.0005934366,0.0002491895,0.0005540979,0.0003299693,0.0005364973,0.0009023629],"category_scores_gemma":[0.006913238,0.0003263745,0.0003546885,0.0005537516,0.0003123829,0.0004367615,0.00038122,0.0007505349,0.0001693843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822764,"about_ca_system_score_gemma":0.0003219533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445332,"about_ca_topic_score_gemma":0.001425751,"domain_scores_codex":[0.9994272,0.0002393083,0.00007244435,0.00009547018,0.000103008,0.00006255554],"domain_scores_gemma":[0.9966255,0.001131352,0.001440755,0.0001286235,0.0001926928,0.0004810161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065313,0.00001388956,0.9993481,0.000002020177,0.00001169175,0.00005031679,0.000009960819,0.00002357142,0.00006367495,0.000003657259,0.00001394961,0.0003525952],"study_design_scores_gemma":[0.0000234338,0.0002198814,0.9975893,0.000009513685,0.00003713798,0.000907903,0.00008855294,0.0008842062,0.0001255675,0.00002557075,0.00008507546,0.000003842421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994285,0.0002263959,0.00007520842,0.00005149018,0.000007273356,0.000003924932,0.0000612268,0.000001480615,0.0001445336],"genre_scores_gemma":[0.9997041,0.000073409,0.0000759488,0.00001211679,0.00001296467,0.000003001522,0.00007442706,5.63414e-7,0.00004343126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445332,"threshold_uncertainty_score":0.005957007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139196335581143,"score_gpt":0.2732727299868767,"score_spread":0.2518807666310653,"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."}}