{"id":"W2079507174","doi":"10.1007/s10549-011-1785-7","title":"Vascular proliferation is a prognostic factor in 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":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Hôpital du Sacré-Cœur de Montréal; Jewish General Hospital","funders":"Norges Forskningsråd; Jewish General Hospital; Helse Vest","keywords":"Angiogenesis; Breast cancer; Medicine; Immunohistochemistry; Context (archaeology); Cancer; Pathology; Vascular endothelial growth factor; Univariate analysis; Oncology; Breast carcinoma; Internal medicine; Cancer research; Biology; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005752383,0.0002100485,0.0003294717,0.001038581,0.0003191254,0.0006470828,0.0002544808,0.0004914707,0.00176475],"category_scores_gemma":[0.002353069,0.0002047814,0.0001515576,0.001341987,0.0003679372,0.0004741041,0.0002255137,0.0006282982,0.0003970953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620911,"about_ca_system_score_gemma":0.0003174237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005649304,"about_ca_topic_score_gemma":0.0005123179,"domain_scores_codex":[0.9997268,0.0001083527,0.00001684966,0.00003397994,0.0000733065,0.00004076244],"domain_scores_gemma":[0.9987249,0.0004705615,0.0003887721,0.00007480295,0.0001553016,0.0001858002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002693758,0.0001883535,0.9202267,0.0001460667,0.0001137245,0.0006775812,0.00010019,0.0004688498,0.02383114,0.0005309986,0.001682141,0.04934062],"study_design_scores_gemma":[0.00002848149,0.0004499224,0.9860026,0.00002017976,0.0001353703,0.002187821,0.0001184891,0.0011671,0.0055501,0.0007136837,0.003611183,0.00001506671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649173,0.02560555,0.00169899,0.001128229,0.0002578566,0.00001745188,0.0007154118,0.000138285,0.005520845],"genre_scores_gemma":[0.9952187,0.002918638,0.0002922444,0.00006040301,0.0003087429,0.00001097833,0.0002840597,0.000006931064,0.0008992761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00176475,"threshold_uncertainty_score":0.005903661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05983192970692312,"score_gpt":0.3416120181856098,"score_spread":0.2817800884786867,"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."}}