{"id":"W3197407971","doi":"10.1055/s-0041-1736037","title":"Management of Cancer-Associated Thrombosis: Unmet Needs and Future Perspectives","year":2021,"lang":"en","type":"article","venue":"TH Open","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Servier; Sociedad Española de Oncología Médica; Daiichi-Sankyo; Daiichi Sankyo Europe; Sanofi; Bayer HealthCare; LEO Pharma; University of Ottawa; Università degli Studi di Milano-Bicocca; Pfizer; Heart and Stroke Foundation of Canada; Amgen; Celgene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Intensive care medicine; Cancer; Thrombosis; Clinical trial; Population; Randomized controlled trial; Venous 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640681,0.0001161962,0.0004623849,0.00005683379,0.00006774023,0.00004405963,0.00014372,0.00004559449,0.0008441752],"category_scores_gemma":[0.000006314166,0.0001009986,0.00005151268,0.000349925,0.00004353078,0.00008487156,0.0004190237,0.00007486114,0.000006159281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000785278,"about_ca_system_score_gemma":0.00005055777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005578106,"about_ca_topic_score_gemma":0.0001425903,"domain_scores_codex":[0.9992045,0.00003721553,0.0001679022,0.0002263202,0.0001880096,0.0001760698],"domain_scores_gemma":[0.9994543,0.00001183115,0.00008259802,0.0002728211,0.0001065089,0.00007193481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003512577,0.01186809,0.08770587,0.003296098,0.02172651,0.0006739903,0.05573817,0.00002874611,0.00405851,0.5183055,0.1412798,0.1549675],"study_design_scores_gemma":[0.002215332,0.000207265,0.8918754,0.0005449063,0.001100544,0.000002640606,0.06264053,0.00001117965,0.00160529,0.0004283434,0.03918942,0.0001791131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709636,0.008640395,0.000004909922,0.01383911,0.0002043616,0.0009119555,0.00002481789,0.00003409759,0.1053768],"genre_scores_gemma":[0.9711363,0.02453595,0.0006532005,0.0006867392,0.0001089077,0.00008963936,0.00002234212,0.0000207677,0.002746158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8041696,"threshold_uncertainty_score":0.9243127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298571255916361,"score_gpt":0.3347644100725841,"score_spread":0.3117786975134205,"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."}}