{"id":"W3107519578","doi":"10.1002/onco.13570","title":"Approach to Cancer-Associated Thrombosis: Challenging Situations and Knowledge Gaps","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Intensive care medicine; Cancer; Venous thromboembolism; Malignancy; Thrombosis; Population; MEDLINE; Best practice; Surgery; Internal medicine; Environmental health","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":[0.01472014,0.0007660249,0.001617461,0.003807458,0.002984506,0.007233935,0.0027316,0.00568065,0.007196111],"category_scores_gemma":[0.06676,0.0005493399,0.001172298,0.002290311,0.00335388,0.01126742,0.005012997,0.01188909,0.002343528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004662794,"about_ca_system_score_gemma":0.01783015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006815241,"about_ca_topic_score_gemma":0.01564798,"domain_scores_codex":[0.9900765,0.004858152,0.001823976,0.0009241305,0.001761823,0.0005554738],"domain_scores_gemma":[0.9372761,0.04182274,0.004260717,0.0009583099,0.01088099,0.004801135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005893084,0.0001900673,0.006168721,0.01852194,0.0001836463,0.004634644,0.007739077,0.0007508374,0.000253543,0.02217376,0.248459,0.6908658],"study_design_scores_gemma":[0.00004469412,0.0001039023,0.003553947,0.1194548,0.0002653963,0.01978842,0.03454562,0.0009409611,0.0002280229,0.1176665,0.7032224,0.0001854551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002241224,0.3769629,0.005582516,0.5972542,0.007254009,0.0001065794,0.000157092,0.00008959086,0.01035191],"genre_scores_gemma":[0.04713129,0.7322762,0.02649394,0.1707026,0.02005976,0.0003141475,0.0004015626,0.00007591763,0.002544645],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01472014,"threshold_uncertainty_score":0.07784849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017201912939881,"score_gpt":0.3520737013642282,"score_spread":0.2503535100702401,"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."}}