{"id":"W4396915855","doi":"10.1056/nejmc2402592","title":"Antibody Fingerprints Linking Adenoviral Anti-PF4 Disorders","year":2024,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Antibody; Virology; Medicine; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153438,0.0007163843,0.00041785,0.001172991,0.000689471,0.001148422,0.0005679381,0.005206428,0.00626007],"category_scores_gemma":[0.003546662,0.0003309393,0.0003466617,0.0005933475,0.0008368846,0.0007597423,0.000480156,0.001892061,0.001257076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009275635,"about_ca_system_score_gemma":0.0002215953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275813,"about_ca_topic_score_gemma":0.0007129523,"domain_scores_codex":[0.9995044,0.0001289636,0.00005974144,0.00005592036,0.0000935731,0.0001573806],"domain_scores_gemma":[0.9984059,0.001027872,0.0001934879,0.0001130747,0.000143337,0.0001163385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007379137,0.0001791828,0.01977225,0.0001646406,0.00006521216,0.9001014,0.0004562979,0.0005376905,0.02169868,0.007137921,0.02543601,0.02371285],"study_design_scores_gemma":[0.0002921212,0.0005367783,0.02601952,0.0001657841,0.0001526099,0.8444098,0.0006198136,0.003235969,0.01975998,0.00630942,0.09845739,0.00004081608],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6962121,0.01086412,0.004886206,0.07260854,0.006746985,0.0002869043,0.0006949721,0.0002977241,0.2074025],"genre_scores_gemma":[0.9712164,0.002258277,0.00112923,0.01053978,0.003868954,0.00002772611,0.0001499996,0.00002647057,0.01078311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00626007,"threshold_uncertainty_score":0.02094203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037091516107946,"score_gpt":0.3235005881077783,"score_spread":0.2931296729466988,"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."}}