{"id":"W2584550066","doi":"10.1182/blood.v104.11.3022.3022","title":"Laboratory Testing for Hit Antibodies: How Much Class Do We Need?.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Antibody; Serology; Medicine; Immunology; Immunoassay; Immunoglobulin M; Platelet factor 4; Heparin; Interquartile range; Immunoglobulin G; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008989935,0.001399446,0.004284274,0.002494608,0.0008105278,0.003985384,0.001953673,0.004096454,0.003669643],"category_scores_gemma":[0.03613991,0.0006201796,0.0005961861,0.001742515,0.002463036,0.0069166,0.0009069298,0.004883139,0.003872578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206754,"about_ca_system_score_gemma":0.001399838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892222,"about_ca_topic_score_gemma":0.003075427,"domain_scores_codex":[0.9946455,0.001795375,0.0009938796,0.0004865081,0.001822746,0.0002559968],"domain_scores_gemma":[0.9644404,0.009251083,0.003184982,0.00184093,0.01835825,0.002924362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009095919,0.0006818902,0.2260378,0.002343925,0.0003567658,0.001330931,0.0003711515,0.0003783646,0.003942714,0.001614393,0.1681849,0.5938476],"study_design_scores_gemma":[0.001000068,0.003780805,0.5341783,0.0316577,0.001994371,0.02871868,0.008474131,0.009499346,0.005221331,0.03260588,0.3419908,0.0008784994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06035123,0.3656455,0.02117202,0.5138546,0.01877647,0.0004153242,0.001537565,0.001459741,0.01678756],"genre_scores_gemma":[0.4998177,0.2301293,0.03928634,0.1650261,0.052351,0.0004980253,0.0024833,0.0004486151,0.009959589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008989935,"threshold_uncertainty_score":0.04754388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443996262325683,"score_gpt":0.2902737632400937,"score_spread":0.2458338006168369,"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."}}