{"id":"W4387811970","doi":"10.1016/j.annonc.2023.09.1788","title":"597P Surgical quality for patients (pts) treated with neoadjuvant chemotherapy vs chemoradiation for locally advanced rectal cancer (LARC): PROSPECT (NCCTG N1048, alliance)","year":2023,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Genentech; Ipsen; Parker Institute for Cancer Immunotherapy; Peking Union Medical College Hospital; Astellas Pharma; Eisai; Incyte; FibroGen; Exelixis; American Society of Clinical Oncology; American Association for Cancer Research; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; FOLFOX; Total mesorectal excision; Colorectal cancer; Clinical endpoint; Surgery; Capecitabine; Neoadjuvant therapy; Randomized controlled trial; Oxaliplatin; Internal medicine; Oncology; Cancer; Breast 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":[0.0006167355,0.0001918406,0.0003482618,0.0004723364,0.0002334938,0.000622259,0.0003356167,0.000285217,0.01359938],"category_scores_gemma":[0.002963502,0.0001150193,0.001213751,0.0009663454,0.0001737796,0.0006283664,0.0007726851,0.0006978186,0.0006125715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490079,"about_ca_system_score_gemma":0.0008383141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007241408,"about_ca_topic_score_gemma":0.0171809,"domain_scores_codex":[0.9996295,0.0001008385,0.0000269161,0.00007946008,0.00008119522,0.00008207355],"domain_scores_gemma":[0.9986511,0.0002264434,0.0005126048,0.00004828308,0.0001077,0.0004538508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01100243,0.0002074779,0.9345078,0.0001993757,0.0007811012,0.00007481781,0.0000637722,0.0005620199,0.0002463368,0.0002138936,0.01769457,0.03444658],"study_design_scores_gemma":[0.0005398152,0.001347095,0.9937451,0.00004421153,0.0003542242,0.000101249,0.0001655308,0.000574724,0.00007538609,0.0002948103,0.002745242,0.00001264188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551247,0.001503713,0.0005574766,0.002462108,0.0003053141,0.0001347909,0.02935018,0.00005139162,0.01051044],"genre_scores_gemma":[0.9860946,0.0003280865,0.0003650815,0.0004172741,0.0001445689,0.0000996177,0.009979818,0.00001753601,0.002553466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359938,"threshold_uncertainty_score":0.0454945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07765653384090265,"score_gpt":0.4292452140986653,"score_spread":0.3515886802577626,"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."}}