{"id":"W4386571961","doi":"10.1053/j.jvca.2023.08.142","title":"Mechanical Circulatory Support and Heparin: Friends or Foes?","year":2023,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Heparin-induced thrombocytopenia; Heparin; Cardiopulmonary bypass; Platelet factor 4; Thrombosis; Population; Platelet activation; Platelet; Cardiology; Anesthesia; Gold standard (test); Internal medicine; Surgery","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":[0.001973251,0.0007704352,0.001256621,0.0007924968,0.00440198,0.004077304,0.001201297,0.05139768,0.01053005],"category_scores_gemma":[0.01328393,0.000666993,0.000922352,0.0006753976,0.002948601,0.006285785,0.001278219,0.02913626,0.003832132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728761,"about_ca_system_score_gemma":0.002713159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886591,"about_ca_topic_score_gemma":0.007212123,"domain_scores_codex":[0.997516,0.001119453,0.0002452944,0.0002507948,0.0005075639,0.0003608963],"domain_scores_gemma":[0.9966561,0.001385477,0.0003059447,0.00008996567,0.0004039728,0.001158596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002226012,0.0002017648,0.005583019,0.000163592,0.00007172143,0.05081097,0.0007313995,0.0001445476,0.0003811725,0.009631433,0.9115312,0.02052664],"study_design_scores_gemma":[0.000345219,0.0002288791,0.00534713,0.001310843,0.00008719112,0.07800542,0.004428403,0.001205992,0.0001942932,0.02943158,0.8792813,0.0001338633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001336478,0.004375346,0.00008302538,0.9795956,0.007800573,0.000009012135,0.00001866555,0.00001027019,0.006771015],"genre_scores_gemma":[0.025961,0.007535502,0.0004826471,0.8685868,0.08342759,0.0000388946,0.00002833847,0.00002660585,0.0139126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05139768,"threshold_uncertainty_score":0.03522652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229342532706586,"score_gpt":0.3090431360198669,"score_spread":0.266749710692801,"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."}}