{"id":"W4403553947","doi":"10.1016/j.htct.2024.09.259","title":"GLOBAL COMPARATIVE ANTITHROMBIN-FIELD STUDY: IMPACT OF LABORATORY ASSAY VARIABILITY ON THE ASSESSMENT OF ANTITHROMBIN ACTIVITY MEASUREMENT","year":2024,"lang":"en","type":"article","venue":"Hematology Transfusion and Cell Therapy","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Precision BioLogic (Canada)","funders":"","keywords":"Antithrombin; Medicine; Internal medicine; Heparin","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":[0.03557526,0.001134692,0.001335063,0.001328844,0.0005049728,0.001524713,0.001056622,0.001460425,0.001459937],"category_scores_gemma":[0.03439806,0.0004995105,0.0009051359,0.002530239,0.001497189,0.0006549023,0.001227365,0.0009458637,0.0006621094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007501034,"about_ca_system_score_gemma":0.0006030515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052311,"about_ca_topic_score_gemma":0.001002735,"domain_scores_codex":[0.9401634,0.03549991,0.002191659,0.01004972,0.0114755,0.0006198222],"domain_scores_gemma":[0.9436123,0.02435618,0.00691412,0.0159645,0.008180769,0.0009721132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04716434,0.00297586,0.5356594,0.002006909,0.01050889,0.0007422747,0.005987036,0.01069991,0.2097881,0.004214107,0.006951006,0.1633022],"study_design_scores_gemma":[0.001206279,0.02874245,0.8626748,0.0001431711,0.002616366,0.002592371,0.0005811946,0.01503482,0.06831637,0.001715071,0.01616674,0.0002103064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902967,0.004316343,0.07907657,0.0002698822,0.0005162041,0.0009201034,0.002468195,0.0008289595,0.008636639],"genre_scores_gemma":[0.981093,0.0002428798,0.01436587,0.000392906,0.00009625067,0.0006275937,0.001903417,0.0002364599,0.001041573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03557526,"threshold_uncertainty_score":0.1881422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06043772721803897,"score_gpt":0.4010302038011226,"score_spread":0.3405924765830836,"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."}}