{"id":"W4389489609","doi":"10.1182/hematology.2023000503","title":"Thrombotic anti-PF4 immune disorders: HIT, VITT, and beyond","year":2023,"lang":"en","type":"article","venue":"Hematology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Platelet factor 4; Heparin-induced thrombocytopenia; Heparin; Immunology; Medicine; Antibody; Platelet activation; Immune system; Platelet; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001928486,0.0002442071,0.0009414286,0.0002414181,0.0001554301,0.00001940136,0.0001178295,0.0002428601,0.0003486958],"category_scores_gemma":[0.0001257817,0.0002178454,0.0001122259,0.0005175648,0.000256803,0.00009863426,0.000188741,0.0002722888,0.001057206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666439,"about_ca_system_score_gemma":0.00006830425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007870836,"about_ca_topic_score_gemma":0.00004831814,"domain_scores_codex":[0.9983583,0.00006677151,0.0003824206,0.0004621361,0.0001564295,0.0005739089],"domain_scores_gemma":[0.9990326,0.0001693654,0.00007955956,0.0004855609,0.00003922018,0.0001937081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001695895,0.001152026,0.5816253,0.001761228,0.001397511,0.001155621,0.003808634,0.000005498178,0.2334381,0.1449993,0.01453231,0.01595486],"study_design_scores_gemma":[0.0042535,0.0005717981,0.9522102,0.000170786,0.0004102767,0.002620298,0.00144683,0.0006064025,0.01869254,0.00981566,0.008560763,0.0006409326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772735,0.0008181249,0.00005431572,0.006572361,0.0004078382,0.0004003201,0.000005185244,0.000343508,0.01412485],"genre_scores_gemma":[0.9978402,0.0007465656,0.0002986384,0.0004464329,0.00005756897,0.00003496628,0.00004794559,0.00005126734,0.0004764012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705848,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218964093644237,"score_gpt":0.2944272168132182,"score_spread":0.2722375758767758,"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."}}