{"id":"W1992223070","doi":"10.1160/th14-11-0974","title":"Scoring systems for heparin-induced thrombocytopenia (HIT): Whither now?","year":2015,"lang":"en","type":"letter","venue":"Thrombosis and Haemostasis","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Heparin-induced thrombocytopenia; Heparin; Medicine; Thrombosis; Platelet factor 4; Platelet; Immunoassay; Internal medicine; Immunology; Antibody","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":[0.005387878,0.0007502343,0.001713454,0.002139209,0.001339122,0.002187494,0.001637896,0.01382971,0.01123603],"category_scores_gemma":[0.01831116,0.0005851898,0.000856391,0.001235859,0.002357308,0.003580401,0.001654423,0.01356022,0.01279881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059314,"about_ca_system_score_gemma":0.00114848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460137,"about_ca_topic_score_gemma":0.00337707,"domain_scores_codex":[0.9964826,0.001249607,0.0006813558,0.0002482749,0.001081025,0.0002571005],"domain_scores_gemma":[0.9894553,0.002864991,0.0005833058,0.0004170933,0.00544361,0.001235672],"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":[0.00005551725,0.00002851364,0.00236788,0.0001244622,0.00001842047,0.00194748,0.00008938979,0.00005895842,0.0002622308,0.001879624,0.9382724,0.05489515],"study_design_scores_gemma":[0.0001931395,0.0001479581,0.007855197,0.001865047,0.00004474141,0.01526642,0.0005981812,0.001041733,0.0002606819,0.01768899,0.954906,0.000131839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005318896,0.01742961,0.001118505,0.9393404,0.03541595,0.00003477405,0.0001379198,0.00009870269,0.005892278],"genre_scores_gemma":[0.0230213,0.03225048,0.007580462,0.6740854,0.2383132,0.0003015419,0.0006994937,0.0001521328,0.0235961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01382971,"threshold_uncertainty_score":0.0375883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880563262753751,"score_gpt":0.3616332238016937,"score_spread":0.1735768975263186,"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."}}