{"id":"W2036937047","doi":"10.3747/co.2008.177","title":"Cancer-Associated Thrombosis: Prevention and Treatment","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Venous thromboembolism; Intensive care medicine; Warfarin; Thrombosis; Heparin; Low molecular weight heparin; Cancer; Venous thrombosis; Anticoagulant; Population; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007306314,0.000129148,0.000453718,0.00007006877,0.0001193418,0.000004207763,0.00003223374,0.00007505326,0.0002068263],"category_scores_gemma":[0.00002388922,0.0001051455,0.00007625783,0.00009292111,0.00008561974,0.00003854707,0.00003549805,0.00007919601,0.00002595492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108505,"about_ca_system_score_gemma":0.0001693363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255243,"about_ca_topic_score_gemma":0.0002257501,"domain_scores_codex":[0.9991878,0.00005544134,0.0001880068,0.0002382093,0.0001078737,0.0002227143],"domain_scores_gemma":[0.999589,0.00003019135,0.00009101185,0.0001266256,0.00005309459,0.0001100871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008269987,0.01405924,0.3471781,0.0001151559,0.0009486797,0.0000703343,0.003159023,0.000005337333,0.0005008891,0.0009292237,0.05282582,0.5801255],"study_design_scores_gemma":[0.003118937,0.002733537,0.7353488,0.0001204946,0.0005139429,0.00002091786,0.0001171932,0.00007489757,0.000189678,0.0001087145,0.2575328,0.0001201329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894974,0.004481175,0.00001664002,0.001606385,0.0007161969,0.000590181,0.000006126134,0.00007075009,0.003015101],"genre_scores_gemma":[0.9591663,0.03955238,0.00006723723,0.0001661438,0.0001871877,0.0002878152,0.00004027927,0.00001336066,0.0005193044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5800053,"threshold_uncertainty_score":0.4287708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756093794660416,"score_gpt":0.4326714809933547,"score_spread":0.257062101527313,"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."}}