{"id":"W2752622099","doi":"10.3899/jrheum.170044","title":"Closing the Serological Gap in the Antiphospholipid Syndrome: The Value of “Non-criteria” Antiphospholipid Antibodies","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rosetrees Trust","keywords":"Medicine; Antiphospholipid syndrome; Serology; Internal medicine; Antibody; Lupus anticoagulant; Cohort; Prospective cohort study; Immunology; Thrombosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007715476,0.0002680735,0.001123509,0.0001387447,0.0007436838,0.00009916777,0.002725874,0.0002021708,0.00007473112],"category_scores_gemma":[0.001954801,0.00009260126,0.0002982583,0.0002322756,0.001993447,0.0001549745,0.0004147388,0.00128551,0.0000269824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311517,"about_ca_system_score_gemma":0.0002637834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006335613,"about_ca_topic_score_gemma":0.00004778223,"domain_scores_codex":[0.9956619,0.001443503,0.001223276,0.0001873308,0.0008799458,0.0006041169],"domain_scores_gemma":[0.994102,0.002407529,0.001421306,0.001673333,0.0003195002,0.00007632851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001148013,0.0001899591,0.9783218,0.0003184014,0.0003317922,0.0003388998,0.00927895,0.00001543911,0.002619444,0.001378956,0.005624028,0.0004343053],"study_design_scores_gemma":[0.002937831,0.0007530947,0.3311308,0.001735151,0.0002385417,0.6488685,0.009910884,0.0006109332,0.001123514,0.001511225,0.001025324,0.0001541884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691589,0.002936024,0.00007295703,0.0252964,0.0009593914,0.0006283598,0.000004132978,0.000007629978,0.0009362096],"genre_scores_gemma":[0.9949634,0.004389636,0.00009376019,0.0003705061,0.00006161478,0.000007106133,7.23162e-7,0.00002765583,0.00008561836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6485296,"threshold_uncertainty_score":0.7344939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172800551412703,"score_gpt":0.3510611634178899,"score_spread":0.3093331579037629,"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."}}