{"id":"W4210950852","doi":"10.1182/asheducation-2001.1.339","title":"Anticoagulation Therapy","year":2001,"lang":"en","type":"review","venue":"Hematology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital","funders":"","keywords":"Medicine; Heparin; Intensive care medicine; Low molecular weight heparin; Warfarin; Venous thromboembolism; Anticoagulant; Disease; Surgery; Internal medicine; Thrombosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001226654,0.0003992363,0.003431436,0.0002654103,0.00006306504,0.00001307644,0.0001374493,0.0007594622,0.0009947347],"category_scores_gemma":[0.00005105221,0.0002955755,0.0005118182,0.0004219991,0.00007853213,0.00003888978,0.00004694099,0.0004234483,0.001439473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007760005,"about_ca_system_score_gemma":0.0003163704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677484,"about_ca_topic_score_gemma":0.000003836939,"domain_scores_codex":[0.9982539,0.0001395835,0.0006269321,0.0004603208,0.0001387559,0.0003804963],"domain_scores_gemma":[0.9988015,0.0001358066,0.0002444261,0.0006161682,0.0000565621,0.0001455859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008618327,0.0001636793,0.0002858232,0.004946226,0.0004169902,0.0002147125,0.00002235884,7.220589e-9,0.000004032823,0.00448197,0.001082178,0.9883734],"study_design_scores_gemma":[0.0004736618,0.0001051101,0.0001096769,0.004195232,0.0006793201,0.005190291,0.000003815929,0.000001509851,0.00001613899,0.00009903243,0.9888815,0.0002447429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002108466,0.9876283,0.0000305389,0.0001160992,0.0003530006,0.0009687963,0.000002514491,0.0001285452,0.01056137],"genre_scores_gemma":[0.000355866,0.998163,0.0002095611,0.0001507251,0.0002040089,0.00008631882,0.0001698517,0.00008337943,0.0005773338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9881287,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856001913304336,"score_gpt":0.4226304843746592,"score_spread":0.2370302930442256,"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."}}