{"id":"W4400230723","doi":"10.1016/j.jaccao.2024.03.014","title":"Assessing the Certainty of Evidence on Efficacy and Safety of Anticoagulants for Cancer-Associated Thrombosis","year":2024,"lang":"en","type":"article","venue":"JACC CardioOncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Servier; Sanofi; LEO Pharma; Pfizer","keywords":"Certainty; Thrombosis; Medicine; Cancer; Intensive care medicine; Surgery; Internal medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2106566,0.00230473,0.009510282,0.0117372,0.001022913,0.007534665,0.004789943,0.009478332,0.005835759],"category_scores_gemma":[0.5849139,0.001980622,0.01504385,0.004603907,0.004741135,0.00602642,0.004535755,0.006088091,0.0009263071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003261914,"about_ca_system_score_gemma":0.003583885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451014,"about_ca_topic_score_gemma":0.003755209,"domain_scores_codex":[0.7601045,0.1206517,0.08461781,0.009080157,0.0234977,0.002048105],"domain_scores_gemma":[0.2589937,0.6418862,0.05749593,0.01561502,0.02259555,0.00341351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.02726751,0.0004547651,0.1260202,0.201964,0.4394087,0.001312783,0.0009613941,0.006463914,0.001613812,0.008303472,0.007990452,0.1782389],"study_design_scores_gemma":[0.01986652,0.008511442,0.1175606,0.1105394,0.5485983,0.004808169,0.001453061,0.01305174,0.003507969,0.0780411,0.09316268,0.0008989625],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05716279,0.872363,0.01632645,0.02670154,0.006478716,0.001596633,0.004172578,0.0001336487,0.01506469],"genre_scores_gemma":[0.8709774,0.08369735,0.0163131,0.01657689,0.008359069,0.0006234851,0.002620196,0.00005864011,0.0007739547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2106566,"threshold_uncertainty_score":0.973401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749411303825546,"score_gpt":0.4442342525813367,"score_spread":0.2692931221987821,"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."}}