{"id":"W2068803310","doi":"10.1007/s10549-011-1740-7","title":"Vascular proliferation is increased in basal-like breast cancer","year":2011,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Universitetet i Bergen; Susan G. Komen","keywords":"Angiogenesis; Breast cancer; Basal (medicine); Cytokeratin; Immunohistochemistry; Cancer; Proliferation index; Pathology; Neovascularization; Vascular endothelial growth factor; Biology; Cancer research; Medicine; Internal medicine; VEGF receptors","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":[],"consensus_categories":[],"category_scores_codex":[0.000212333,0.0002052209,0.0001873878,0.0001102033,0.0001424924,0.00003489562,0.0001169692,0.0001274103,0.0005559626],"category_scores_gemma":[0.000002630462,0.0001608031,0.00008446872,0.0001916511,0.0001377492,0.00001203393,0.00008000091,0.00007746387,0.00001067124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079539,"about_ca_system_score_gemma":0.0003986323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206881,"about_ca_topic_score_gemma":0.005110822,"domain_scores_codex":[0.9984323,0.0001045673,0.0001760466,0.0005423305,0.0002630338,0.0004816732],"domain_scores_gemma":[0.9992309,0.000007180597,0.0000373475,0.0003146817,0.0002025036,0.00020744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002406734,0.001075128,0.8819981,0.00005760421,0.000566426,0.00003527143,0.0005479358,0.000007901791,0.02825952,0.000107889,0.003586156,0.0813513],"study_design_scores_gemma":[0.002938129,0.0005645834,0.9394367,0.00009196523,0.0000436483,0.00004581716,0.0001332134,0.0000667927,0.04662427,0.000112558,0.009611729,0.0003305594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907382,0.006906956,0.0000166151,0.0006813933,0.00006936985,0.0005317597,0.0005481153,0.000009590676,0.0004980665],"genre_scores_gemma":[0.9851523,0.01247064,0.00005876259,0.0002511537,0.000324712,0.001107425,0.00005662061,0.00003113774,0.0005472542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08102074,"threshold_uncertainty_score":0.9858332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833121284198428,"score_gpt":0.331505569913438,"score_spread":0.2831743570714538,"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."}}