{"id":"W2091047910","doi":"10.1002/cncr.21484","title":"VEGF as a predictive marker of rectal tumor response to preoperative radiotherapy","year":2005,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Radiation therapy; Colorectal cancer; Immunohistochemistry; Predictive marker; VEGF receptors; Tumor marker; Internal medicine; Pathology; Oncology; Cancer","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":[0.0004895969,0.0002432396,0.0001962188,0.0005223003,0.00009299532,0.0002313996,0.00009890513,0.0002006381,0.0009366638],"category_scores_gemma":[0.001963917,0.0001001194,0.0001614985,0.0002107434,0.0001932253,0.000125187,0.000114211,0.000337837,0.0001708687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402245,"about_ca_system_score_gemma":0.0001116092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003385468,"about_ca_topic_score_gemma":0.0004438192,"domain_scores_codex":[0.999803,0.00008940423,0.00002214366,0.00002500499,0.00003867529,0.00002185428],"domain_scores_gemma":[0.9986314,0.0006632544,0.0003725544,0.00003128948,0.0001301985,0.0001712281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817888,0.00006990077,0.9640734,0.00006789069,0.00006506445,0.0002028857,0.00005501386,0.0006365454,0.01640772,0.00001785817,0.0001503704,0.0164355],"study_design_scores_gemma":[0.00002575944,0.001103227,0.9877507,0.00001966696,0.0000885348,0.001605634,0.00009703173,0.002142637,0.006795311,0.00003111031,0.0003326598,0.000007770555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983382,0.0009962148,0.0003569592,0.00003598397,0.000005780828,0.000008882819,0.00003305502,0.00001291378,0.0002120145],"genre_scores_gemma":[0.999454,0.0001296608,0.0002996202,0.000007157595,0.000008583955,0.000005401846,0.00004132801,0.000001554621,0.00005269776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009366638,"threshold_uncertainty_score":0.003133416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320454094835473,"score_gpt":0.3300464292510145,"score_spread":0.3168418883026597,"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."}}