{"id":"W1589123674","doi":"10.1007/bf03022004","title":"Another bleeding heart: perioperative heparin management revisited","year":2007,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Heparin; Medicine; Perioperative; Intensive care medicine; Anesthesia; 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":[0.002194887,0.001162442,0.001949334,0.001433874,0.003441168,0.004741888,0.002167798,0.04304706,0.006411125],"category_scores_gemma":[0.01458403,0.000903439,0.001433153,0.001726009,0.003991499,0.005079887,0.001817922,0.03616154,0.003292075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00458258,"about_ca_system_score_gemma":0.003247733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684874,"about_ca_topic_score_gemma":0.008444564,"domain_scores_codex":[0.997212,0.0007528251,0.0006114037,0.0004302498,0.0005712861,0.000422184],"domain_scores_gemma":[0.9929585,0.0037168,0.0006702053,0.0002026371,0.0009450347,0.001506783],"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":[0.0002937258,0.0001759988,0.01052959,0.000672357,0.0001355247,0.3797901,0.000578134,0.0008433189,0.0007618407,0.01377092,0.5468253,0.04562321],"study_design_scores_gemma":[0.0007399888,0.0004045428,0.01040713,0.003240482,0.0002870718,0.4647971,0.00438012,0.003070301,0.0006826949,0.04116513,0.4705836,0.0002418194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005202077,0.02147969,0.001132165,0.9362097,0.02109777,0.00003242082,0.00007140854,0.00008854425,0.01468627],"genre_scores_gemma":[0.08863766,0.02748392,0.002672444,0.6187033,0.2564128,0.00009610595,0.0001608057,0.00008175329,0.005751369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04304706,"threshold_uncertainty_score":0.03324914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252172732199513,"score_gpt":0.2597447281782479,"score_spread":0.2345274549582966,"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."}}