{"id":"W4388597918","doi":"10.1016/j.rpth.2023.101481","title":"PB0348 Can 5B9, a Monoclonal Antibody to PF4/H, be Useful in Improving the Performance of the Asserachrom HPIA Test for the Diagnosis of HIT?","year":2023,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Monoclonal antibody; Test (biology); Virology; Medicine; Computer science; Antibody; Chromatography; Chemistry; Immunology; Biology","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":[0.002373002,0.0001085198,0.0002526938,0.0002007236,0.0003999826,0.00005950584,0.0001921692,0.00009174115,0.00002790771],"category_scores_gemma":[0.004496957,0.00005557424,0.00005454082,0.001325469,0.0003816613,0.0001764632,0.0002064815,0.0005627422,0.000001574549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003985393,"about_ca_system_score_gemma":0.0002342867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627511,"about_ca_topic_score_gemma":0.0007304924,"domain_scores_codex":[0.9983947,0.0002343655,0.0003192323,0.0002344257,0.0004416451,0.0003755751],"domain_scores_gemma":[0.9865978,0.01260111,0.00009715903,0.0003504846,0.0002654955,0.00008790498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008153443,0.00100179,0.9128582,0.0004455915,0.000723461,0.00001499862,0.01175406,0.00006867629,0.04179863,0.0008390687,0.005159243,0.02452097],"study_design_scores_gemma":[0.001113758,0.0009681309,0.9734206,0.0003640501,0.0003227991,0.00002038175,0.00822494,0.002185428,0.01035234,0.0001292033,0.002805994,0.00009241977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028609,0.0006117814,0.000002270236,0.09512014,0.00004073674,0.001070135,0.000113741,0.00000617968,0.0001741012],"genre_scores_gemma":[0.987419,0.01174371,0.0001043847,0.0003418687,0.00003835783,0.0002516262,0.00001250101,0.00001497975,0.00007358355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09477827,"threshold_uncertainty_score":0.5383602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726919806263859,"score_gpt":0.4521678968721748,"score_spread":0.2794759162457889,"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."}}