{"id":"W2595948223","doi":"10.1200/jco.2012.30.15_suppl.e14073","title":"Predictors of pathologic complete response (pCR) after neoadjuvant chemoradiation (Neo CRT) for rectal cancer: A multicenter population-based study.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Dr. H. Bliss Murphy Cancer Centre; University of Calgary; Baker Hughes (Canada); Memorial University of Newfoundland","funders":"","keywords":"Medicine; Capecitabine; Colorectal cancer; Internal medicine; Oxaliplatin; Cancer; Population; Oncology; Stage (stratigraphy); Gastroenterology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006871275,0.0002398423,0.0003078475,0.0004548081,0.0006747539,0.00053855,0.0005023492,0.0004443556,0.0009466864],"category_scores_gemma":[0.001867826,0.0003457265,0.0003978319,0.001316083,0.0003626737,0.0003343532,0.0003728719,0.0004951587,0.0001798223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477524,"about_ca_system_score_gemma":0.002089995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2027528,"about_ca_topic_score_gemma":0.2522818,"domain_scores_codex":[0.9995087,0.0000842914,0.00003254003,0.0001096636,0.0001291617,0.0001356737],"domain_scores_gemma":[0.9988733,0.0001741944,0.0004846668,0.00007617717,0.0001669586,0.0002247447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007422411,0.00001788697,0.9993788,0.000003228166,0.00001348472,0.00002470029,0.00003862907,0.00001512586,0.00006268324,0.000003035049,0.00006650393,0.0003017788],"study_design_scores_gemma":[0.000006206862,0.00004962779,0.9995888,0.000001869282,0.00001097309,0.00006492226,0.00009418868,0.00007100694,0.00001347499,0.000002662698,0.00009446367,0.000001840023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991456,0.00007100066,0.00002486906,0.00002913878,0.000001659825,0.00001264919,0.0005216083,0.000001831909,0.0001916122],"genre_scores_gemma":[0.9993458,0.00003875048,0.00003796852,0.00002326288,0.000003476731,0.000009355482,0.0004641108,0.000001374847,0.00007572764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027528,"threshold_uncertainty_score":0.4031453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374761993184096,"score_gpt":0.4741480354559013,"score_spread":0.3366718361374917,"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."}}