{"id":"W2804927841","doi":"10.7759/cureus.2678","title":"Risk of Venous Thromboembolism in Glioblastoma Patients","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Receiver operating characteristic; Population; Retrospective cohort study; Chemoradiotherapy; Incidence (geometry); Logistic regression; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001654685,0.0001357285,0.0005241591,0.0001160969,0.00004561471,0.00000648801,0.000124288,0.00008078571,0.0003837147],"category_scores_gemma":[0.000132354,0.0001191651,0.00008124806,0.0002355282,0.0001265217,0.00006828236,0.00008969698,0.0001108976,0.0001418502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007952903,"about_ca_system_score_gemma":0.00003702856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731473,"about_ca_topic_score_gemma":0.0004446759,"domain_scores_codex":[0.9988822,0.00003670489,0.0003111111,0.0002384014,0.0002548886,0.0002766993],"domain_scores_gemma":[0.9991896,0.00002758866,0.0001386679,0.0004015962,0.0001542395,0.0000883254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000640936,0.02488664,0.8243076,0.0005218867,0.001151038,0.00008907389,0.01224005,0.00002037214,0.00186812,0.008031937,0.05644321,0.0697991],"study_design_scores_gemma":[0.001614289,0.002893259,0.9821883,0.0001270655,0.0001458374,0.00000180988,0.0001395522,0.00004798651,0.003590332,0.0006435548,0.008481848,0.0001261202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847799,0.0002518752,0.00002159643,0.00007465944,0.0004320091,0.0004427687,0.00001363279,0.00003641369,0.01394717],"genre_scores_gemma":[0.998844,0.0003114446,0.0002552326,0.000258927,0.0002124316,0.00001907477,0.000005914061,0.00002397665,0.00006902077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1578807,"threshold_uncertainty_score":0.4859414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008140799381595069,"score_gpt":0.2590303757941328,"score_spread":0.2508895764125378,"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."}}