{"id":"W4316019275","doi":"10.1002/jha2.643","title":"Predictors and clinical complications associated with antiphospholipid antibodies in sickle cell disease","year":2023,"lang":"en","type":"article","venue":"eJHaem","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Disease; Antibody; Immunology; Internal medicine","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":[0.0001918864,0.0001022923,0.0002235228,0.00008737842,0.00007421774,0.00001097695,0.00004439561,0.00008665214,0.00001919203],"category_scores_gemma":[0.0001411807,0.00007646438,0.00004657717,0.0004390659,0.0001877362,0.00003697164,0.00003042342,0.0002192564,0.00005973556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002025424,"about_ca_system_score_gemma":0.00007716084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003685692,"about_ca_topic_score_gemma":0.0000393267,"domain_scores_codex":[0.9991311,0.00003910737,0.0002354726,0.0002316694,0.0001407958,0.0002218049],"domain_scores_gemma":[0.9993953,0.0001265962,0.00005279921,0.0001830444,0.00004037494,0.0002018665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006951636,0.0002712356,0.994265,0.00003175443,0.00004411961,0.00009419651,0.0003197938,0.00001832468,0.00003106082,0.00003893675,0.004319314,0.000496791],"study_design_scores_gemma":[0.001848283,0.0001356504,0.9935426,0.0001676408,0.00009085234,0.000002482403,0.0004057462,0.001479999,0.00002100757,0.00003641345,0.002173421,0.00009590294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994292,0.0003862345,0.000007108152,0.001990615,0.00008915607,0.0002938166,0.00002880039,0.0001671268,0.002745168],"genre_scores_gemma":[0.9971311,0.001243109,0.00003393418,0.0002614449,0.00002597783,0.00000919093,0.0001354512,0.00001898701,0.001140812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839118,"threshold_uncertainty_score":0.3118127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185346542256651,"score_gpt":0.2906267425244382,"score_spread":0.2720920882987731,"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."}}