{"id":"W4364375650","doi":"10.1016/j.labinv.2023.100147","title":"Associations Among Antiphospholipid Antibody Types, Isotypes, and Titers: An AntiPhospholipid Syndrome Alliance for Clinical Trials and InternatiOnal Networking (APS ACTION) Study","year":2023,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institutes of Health; Clinical and Translational Science Center, Weill Cornell Medical College; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Weill Cornell Medical College; Johns Hopkins University","keywords":"Antiphospholipid syndrome; Lupus anticoagulant; Medicine; Immunology; Internal medicine; Antibody; Odds ratio; Titer; Prospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.006858775,0.0002062563,0.0007010732,0.0001986936,0.0002345354,0.0001764706,0.0001328383,0.0002308985,0.00001713307],"category_scores_gemma":[0.002931182,0.0001959662,0.00006917355,0.0007808125,0.0002119791,0.0005566819,0.00007338433,0.0002972152,0.00002834288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157505,"about_ca_system_score_gemma":0.0002549553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004904671,"about_ca_topic_score_gemma":0.00006147791,"domain_scores_codex":[0.9969667,0.0007129111,0.0009798972,0.0005845418,0.0004421417,0.0003138295],"domain_scores_gemma":[0.9974357,0.000928906,0.0004863929,0.0003367153,0.0005003359,0.0003119051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056467,0.0001127984,0.9918547,0.00009572667,0.0002887675,0.00001896175,0.0007657155,0.000007090595,0.001884739,0.0001289053,0.003444331,0.00129267],"study_design_scores_gemma":[0.003745857,0.0005578895,0.9819857,0.0003946879,0.0002176992,0.00008890506,0.001504698,0.005735952,0.0002398808,0.0002677902,0.004996627,0.0002643213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946236,0.0005410609,0.00008353384,0.0006927137,0.001740935,0.00191033,0.0001577362,0.0002170951,0.00003300555],"genre_scores_gemma":[0.9950896,0.00129687,0.0006769216,0.000281139,0.001107001,0.0001438922,0.000787438,0.00006086038,0.0005562996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009868956,"threshold_uncertainty_score":0.7991269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2570193258331095,"score_gpt":0.4899893752871427,"score_spread":0.2329700494540332,"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."}}