{"id":"W4405109145","doi":"10.1182/hematology.2024000544","title":"Catastrophic antiphospholipid syndrome: a CAPS-tivating hematologic disease","year":2024,"lang":"en","type":"review","venue":"Hematology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Catastrophic antiphospholipid syndrome; Medicine; Rituximab; Eculizumab; Antiphospholipid syndrome; Disseminated intravascular coagulation; Thrombosis; Malignancy; Discontinuation; Intensive care medicine; Immunology; Internal medicine; Antibody; Complement system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006131284,0.001165656,0.006644658,0.001085471,0.0001433872,0.000076014,0.0006844756,0.000967288,0.0005346895],"category_scores_gemma":[0.001134541,0.0008105342,0.001355555,0.001404574,0.00040344,0.00007104744,0.0007019203,0.001896592,0.008120793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790174,"about_ca_system_score_gemma":0.002260051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000222892,"about_ca_topic_score_gemma":0.000002270296,"domain_scores_codex":[0.993756,0.0004487376,0.001904419,0.001679846,0.0008080566,0.001402918],"domain_scores_gemma":[0.995836,0.0005796507,0.0005427416,0.001991753,0.0001652761,0.0008846372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006256675,0.0003174418,0.001399422,0.8487307,0.001687998,0.07541002,0.0001449431,7.669534e-8,0.000001059805,0.006906237,0.0355802,0.02975929],"study_design_scores_gemma":[0.0003652353,0.00008641394,0.000002617331,0.1017239,0.002747084,0.435406,0.00006240278,0.00001347167,0.000001324821,0.0001288562,0.4589971,0.0004657096],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007938983,0.9933554,0.00002527676,0.0002437615,0.001123131,0.002977161,0.0001852347,0.0005560855,0.0007400343],"genre_scores_gemma":[0.0009842162,0.9933622,0.0003442738,0.00008031794,0.000236069,0.001127776,0.000726836,0.0003515746,0.002786726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7470069,"threshold_uncertainty_score":0.9994345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288938092784006,"score_gpt":0.3903990170674611,"score_spread":0.317509636139621,"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."}}