{"id":"W4315471489","doi":"10.1200/jco.22.01542","title":"Derivation and Validation of a Clinical Risk Assessment Model for Cancer-Associated Thrombosis in Two Unique US Health Care Systems","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; LEO Pharma; Incyte; American Heart Association; Sanofi; Cancer Prevention and Research Institute of Texas; Servier; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Cancer; Intensive care medicine; Thrombosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01518129,0.0006792755,0.0005752827,0.00134903,0.0005896341,0.001462849,0.001072234,0.0005568202,0.000871626],"category_scores_gemma":[0.0328803,0.0003674652,0.001027054,0.0008116459,0.0004412237,0.0006484672,0.001607899,0.0009752101,0.0001843708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164558,"about_ca_system_score_gemma":0.002644545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333078,"about_ca_topic_score_gemma":0.01093163,"domain_scores_codex":[0.9952134,0.003219352,0.0002833314,0.0006464077,0.0004146813,0.0002229086],"domain_scores_gemma":[0.9826427,0.01165436,0.002050052,0.000888866,0.002360626,0.0004034938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000447457,0.0005624263,0.7861213,0.0000621436,0.0003694604,0.0002514839,0.0005682242,0.173818,0.0004458597,0.002898548,0.001127407,0.03332776],"study_design_scores_gemma":[0.0000882,0.0003206076,0.08344717,0.00003642781,0.00007516197,0.0001034618,0.0002313801,0.9132512,0.0002761522,0.0015727,0.0005795454,0.00001796669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584171,0.00006682895,0.03897278,0.0003755622,0.00001875429,0.0003375681,0.0005851985,0.00012191,0.001104278],"genre_scores_gemma":[0.975091,0.00003070019,0.02357716,0.00006098624,0.000009134949,0.0001911817,0.000830974,0.000009314808,0.0001993517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333078,"threshold_uncertainty_score":0.08028728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399188490831667,"score_gpt":0.5821119881672215,"score_spread":0.3421931390840548,"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."}}