{"id":"W4205183812","doi":"10.1016/j.trecan.2021.12.008","title":"Coagulome and the tumor microenvironment: an actionable interplay","year":2022,"lang":"en","type":"article","venue":"Trends in cancer","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Ligue Contre le Cancer","keywords":"Tumor microenvironment; Hemostasis; Boosting (machine learning); Immune system; Cancer; Vascular Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001429305,0.00007824462,0.00008432278,0.00002517728,0.000124176,0.00001042554,0.0001255315,0.00001932083,0.00107768],"category_scores_gemma":[0.000001753492,0.00006008029,0.00004106532,0.00007604819,0.0001044256,0.000002998171,0.0001486208,0.00007201031,9.7017e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005172129,"about_ca_system_score_gemma":0.000016144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002931637,"about_ca_topic_score_gemma":0.000364176,"domain_scores_codex":[0.9994103,0.00006341041,0.00009473581,0.0002188956,0.0000781835,0.0001344867],"domain_scores_gemma":[0.9997482,0.000005500932,0.00003936639,0.0001761945,0.000004329969,0.00002642477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005334155,0.0007795045,0.1063028,0.0000490938,0.0004499796,0.0000350325,0.002997703,0.01633365,0.4141897,0.00172523,0.07619169,0.3756114],"study_design_scores_gemma":[0.002802182,0.0002763988,0.02799799,0.000006368318,0.00003085768,0.00004411697,0.0007552812,0.0005493523,0.01590957,0.00007512495,0.9512731,0.0002795946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906175,0.007383549,0.00001676687,0.0006506544,0.0002016964,0.00005907908,0.00006442001,0.000004153973,0.001002223],"genre_scores_gemma":[0.9946786,0.0005856127,0.00003118208,0.0009531308,0.0001377423,0.0001754865,0.00004079202,0.00001326585,0.003384176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8750815,"threshold_uncertainty_score":0.9998355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307521658374343,"score_gpt":0.2943633044508542,"score_spread":0.2812880878671107,"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."}}