{"id":"W2560173732","doi":"10.1182/blood.v104.11.1786.1786","title":"Identification of Medical Patients Who Should Receive Venous Thromboembolism Prophylaxis.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Hamilton General Hospital","funders":"","keywords":"Medicine; Venous thromboembolism; Low molecular weight heparin; Intensive care medicine; Medical illness; Heparin; Risk factor; Disease; Internal medicine; Thrombosis; Diabetes mellitus","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":[0.001686694,0.0005722705,0.0005571592,0.0008199938,0.000198027,0.0008885958,0.0005184144,0.0007377593,0.004696189],"category_scores_gemma":[0.007753512,0.0001738133,0.001118276,0.0004498172,0.0001916528,0.0005819596,0.0004804797,0.0005393153,0.0006470982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482035,"about_ca_system_score_gemma":0.000779483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511439,"about_ca_topic_score_gemma":0.001928367,"domain_scores_codex":[0.9992468,0.0002979952,0.0001077344,0.0001552881,0.0001300834,0.00006215645],"domain_scores_gemma":[0.9972758,0.001554374,0.0007611059,0.00007352888,0.0001883898,0.0001468538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006894199,0.0003778685,0.9169335,0.0004365092,0.0002591518,0.0001780718,0.00008875364,0.01277513,0.0003855246,0.0008849886,0.002681447,0.06430975],"study_design_scores_gemma":[0.0003243193,0.002189563,0.5988816,0.0005249679,0.0008136807,0.001373773,0.0004270637,0.3815135,0.001417292,0.005883576,0.006571125,0.00007945945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204842,0.002442292,0.05404643,0.003411543,0.0001504172,0.001050741,0.008125413,0.0007670894,0.009521792],"genre_scores_gemma":[0.9644163,0.0003346203,0.02993822,0.0002792441,0.00005560488,0.0003425334,0.003340055,0.00001179299,0.00128165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004696189,"threshold_uncertainty_score":0.01571029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654363243372081,"score_gpt":0.2794869415102028,"score_spread":0.262943309076482,"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."}}