{"id":"W3116167373","doi":"10.1101/2020.12.21.20248675","title":"Thromboembolic risk in lung cancer patients receiving systemic therapy","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"U.S. National Library of Medicine; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Internal medicine; Lung cancer; Chemotherapy; Thrombosis; Cancer; Incidence (geometry); Cohort; Oncology; Immunotherapy; Retrospective cohort study; Antithrombotic; Aspirin; Surgery","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":[0.0002582109,0.0001221999,0.0002882308,0.0003378821,0.0002240681,0.0004153099,0.0001149635,0.0002110122,0.0007907573],"category_scores_gemma":[0.001495853,0.0001206616,0.0002888344,0.0005857875,0.0001396523,0.0001924278,0.0001461347,0.000362528,0.00009178297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606935,"about_ca_system_score_gemma":0.0001844274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155089,"about_ca_topic_score_gemma":0.002428912,"domain_scores_codex":[0.9996804,0.0001179965,0.00003148352,0.00005787206,0.00006672681,0.0000455296],"domain_scores_gemma":[0.9988167,0.0002151592,0.000632205,0.00006203639,0.0000881841,0.0001856549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000604181,0.00001390815,0.9990622,0.000002694611,0.00001974773,0.00005510651,0.00001222743,0.00001722249,0.00009214532,0.000004959807,0.00002140665,0.0006378135],"study_design_scores_gemma":[0.000008247243,0.0002540353,0.998359,0.000004506404,0.00003702975,0.0007966825,0.00007244862,0.0001900326,0.0001082033,0.00001059179,0.000156354,0.000002712343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991094,0.0004402825,0.0000580429,0.0000195616,0.000003418311,0.00000370949,0.00008236495,0.00000190554,0.0002811482],"genre_scores_gemma":[0.999755,0.00008074693,0.00003171684,0.0000140486,0.00000783844,0.000002001817,0.00006522917,4.125101e-7,0.00004304971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002155089,"threshold_uncertainty_score":0.004285038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458116765591729,"score_gpt":0.3009827154827101,"score_spread":0.2764015478267928,"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."}}