{"id":"W3081515883","doi":"10.3899/jrheum.200513","title":"Antiphospholipid Antibody Profile Stability Over Time: Prospective Results From the APS ACTION Clinical Database and Repository","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Clinical and Translational Science Center, Weill Cornell Medical College; National Institutes of Health; British Heart Foundation; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Weill Cornell Medical College; Johns Hopkins University","keywords":"Medicine; Lupus anticoagulant; Internal medicine; Odds ratio; Logistic regression; Cohort; Antiphospholipid syndrome; Prospective cohort study; Odds; Thrombosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006302733,0.0003005029,0.0007509156,0.003400464,0.0004942177,0.002049902,0.0008033357,0.0006106601,0.002012851],"category_scores_gemma":[0.02021192,0.0003557128,0.0006654768,0.006824553,0.0003612488,0.002464166,0.001779527,0.0009689679,0.0006269132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007971206,"about_ca_system_score_gemma":0.001114865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007632355,"about_ca_topic_score_gemma":0.005518732,"domain_scores_codex":[0.993615,0.001955593,0.001270287,0.001030518,0.001562823,0.0005658119],"domain_scores_gemma":[0.9710434,0.00780583,0.01435009,0.001917107,0.003231646,0.001651922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002291842,0.00004044166,0.9977604,0.00002229236,0.00005400745,0.00003855644,0.00007240669,0.00003345104,0.00002087083,0.00002244231,0.0003221955,0.001383676],"study_design_scores_gemma":[0.0000303578,0.0001292418,0.9983298,0.00002466584,0.00006898641,0.000259684,0.0002691334,0.0003102866,0.0000601573,0.00002623696,0.0004823414,0.000009168533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872399,0.0005844078,0.000178022,0.0001147774,0.000006905343,0.00005028315,0.0111487,0.00001944296,0.000657475],"genre_scores_gemma":[0.9869214,0.0003267354,0.0002036286,0.00006229381,0.00001799509,0.00006853005,0.01216105,0.00001135893,0.0002269972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007632355,"threshold_uncertainty_score":0.03333241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506082696015622,"score_gpt":0.3632265129451087,"score_spread":0.3081656859849525,"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."}}