{"id":"W4206453754","doi":"10.1007/978-981-16-1247-3_239-1","title":"MicroRNAs: The Master Regulators of the Breast Cancer Tumor Microenvironment","year":2022,"lang":"en","type":"book-chapter","venue":"Handbook of Oxidative Stress in Cancer: Therapeutic Aspects","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"microRNA; Tumor microenvironment; Breast cancer; Metastasis; Cancer; Angiogenesis; Biology; Cancer research; Medicine; Gene; Genetics","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":[0.0002843761,0.0006920307,0.0006489918,0.0008416975,0.000320225,0.001833175,0.0005485744,0.0009580585,0.008641555],"category_scores_gemma":[0.0002921046,0.0004083782,0.0002753854,0.001118683,0.0005126467,0.001570991,0.0005848104,0.002132532,0.007017867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231193,"about_ca_system_score_gemma":0.0004302924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224467,"about_ca_topic_score_gemma":0.0008173851,"domain_scores_codex":[0.999854,0.00002360738,0.000007549779,0.00002704098,0.00007673035,0.00001109899],"domain_scores_gemma":[0.9999133,0.00004389633,0.000009518113,0.000004833634,0.00001639815,0.00001197161],"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":[0.0001351369,0.00006352821,0.0001302816,0.001442588,0.00002856178,0.0002611109,0.0003509317,0.0006056539,0.08022033,0.111946,0.149317,0.6554989],"study_design_scores_gemma":[0.000006240869,0.00003652102,0.0001744064,0.0001396056,0.000007586757,0.0004316921,0.00005100476,0.0001853166,0.004612429,0.01226427,0.98208,0.00001087786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001670608,0.8926091,0.01889051,0.00293706,0.0044488,0.00004268537,0.0002352483,0.0003247795,0.07884134],"genre_scores_gemma":[0.0181081,0.6177971,0.02867263,0.003589137,0.003259693,0.0001797203,0.0003533391,0.0002898055,0.3277505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008641555,"threshold_uncertainty_score":0.02890885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518604920729565,"score_gpt":0.2454317441800115,"score_spread":0.2302456949727158,"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."}}