{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001499466,0.0001591773,0.0003510504,0.00009023062,0.00003058018,0.000006364871,0.00006822894,0.00004997836,0.002876699],"category_scores_gemma":[0.0001517582,0.0001262369,0.000101095,0.0002989108,0.00007474629,0.00007057715,0.00002684233,0.0001144453,0.00005387091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009110636,"about_ca_system_score_gemma":0.000412447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206362,"about_ca_topic_score_gemma":0.00004788848,"domain_scores_codex":[0.9989174,0.00007896312,0.0002050153,0.0003085601,0.0002693529,0.0002207309],"domain_scores_gemma":[0.9992201,0.0001325526,0.00005642608,0.000225859,0.0001512651,0.0002137844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5017334,0.00143446,0.1689611,0.0001314733,0.002095933,0.000457226,0.01711291,0.0006368969,0.1913597,0.00006601687,0.0195186,0.09649223],"study_design_scores_gemma":[0.007773353,0.008243521,0.7043403,0.0005113677,0.0001699536,0.0001062455,0.0002151407,0.0004917576,0.1394482,0.00001782615,0.1383633,0.0003190218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874197,0.002142368,0.00003125393,0.002511287,0.0001592537,0.0009307206,0.000063248,0.00004688599,0.006695239],"genre_scores_gemma":[0.9898378,0.0001086127,0.0007529148,0.001633795,0.0002758062,0.000502082,0.00000270988,0.00003029155,0.00685604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353792,"threshold_uncertainty_score":0.9980348,"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."}}