{"id":"W2981294727","doi":"10.1002/ajh.25660","title":"Serotonin‐release assay‐negative heparin‐induced thrombocytopenia","year":2019,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Heparin-induced thrombocytopenia; Medicine; Platelet factor 4; Internal medicine; Immunoassay; Heparin; Platelet; Antibody; Gastroenterology; Platelet activation; Cohort; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006185516,0.0003905954,0.002536598,0.0003840507,0.00008724668,0.00003001728,0.0004039764,0.0001705113,0.001161828],"category_scores_gemma":[0.0003771514,0.0003147612,0.0004339815,0.0006273575,0.0003681052,0.0002803419,0.0001304359,0.0009455004,0.0008678013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042794,"about_ca_system_score_gemma":0.0007293347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115186,"about_ca_topic_score_gemma":0.00002096466,"domain_scores_codex":[0.9969796,0.0003775627,0.001075195,0.0004200674,0.0004887072,0.0006588731],"domain_scores_gemma":[0.9966492,0.0004986365,0.001165936,0.0006250984,0.0005072567,0.000553894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003310646,0.001864747,0.6583144,0.0003010896,0.00371182,0.002477407,0.003048674,0.00002055232,0.2811276,0.01257745,0.003027872,0.03021771],"study_design_scores_gemma":[0.01725505,0.02414355,0.481895,0.001238085,0.00172916,0.05019914,0.008104907,0.0003584667,0.4017193,0.001983365,0.009587044,0.001786906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868743,0.0001045963,0.0001106952,0.002650424,0.0005474006,0.0005509401,0.000003455264,0.00004274229,0.009115461],"genre_scores_gemma":[0.9948538,0.00008932995,0.003222763,0.001384777,0.000144205,0.00001118151,0.000003776801,0.0000660405,0.0002241445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1764194,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839123884377363,"score_gpt":0.2994848147493245,"score_spread":0.2810935759055508,"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."}}