{"id":"W4399483854","doi":"10.1136/annrheumdis-2024-eular.864","title":"AB0004 HEALTH INFORMATION USE BY PATIENTS LIVING WITH ANTIPHOSPHOLIPID ANTIBODIES AND ANTIPHOSPHOLIPID SYNDROME","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Antiphospholipid syndrome; Medicine; Antibody; Immunology","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":[0.0003759445,0.0002099075,0.0002741254,0.00148002,0.0005675515,0.0008814676,0.0002138865,0.0006311201,0.01308338],"category_scores_gemma":[0.004250864,0.0001442434,0.0005348815,0.00230092,0.0001783939,0.000782994,0.0004320662,0.0007525807,0.001028889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161109,"about_ca_system_score_gemma":0.0005810781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233413,"about_ca_topic_score_gemma":0.02140394,"domain_scores_codex":[0.9993462,0.0002249241,0.0001192917,0.000052862,0.0001289057,0.0001279035],"domain_scores_gemma":[0.996387,0.001374965,0.001174913,0.0001038946,0.0003007175,0.0006584625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260708,0.0002584392,0.9892652,0.00006217506,0.0001241074,0.0001149199,0.0001141483,0.00005121937,0.0001606482,0.0000526072,0.00168019,0.007790256],"study_design_scores_gemma":[0.00003331765,0.000142451,0.9966919,0.00004781878,0.00008614928,0.0002002924,0.000446501,0.0001654677,0.00007199531,0.00005081266,0.002054467,0.000008798252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646918,0.001193808,0.0000557831,0.001431796,0.0001020427,0.00004709146,0.01409499,0.00001989307,0.01836278],"genre_scores_gemma":[0.9904388,0.0008488949,0.0001171942,0.0008735669,0.0001443206,0.00004068529,0.003634231,0.000006615961,0.003895855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233413,"threshold_uncertainty_score":0.04440826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823598961640036,"score_gpt":0.292455717329494,"score_spread":0.2742197277130937,"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."}}