{"id":"W2911550866","doi":"10.1200/jco.2019.37.4_suppl.tps724","title":"CO.28: <i>N</i>eoadjuvant Chemotherapy, <i>E</i>xcision and <i>O</i>bservation (<i>NEO</i>) for early rectal cancer.","year":2019,"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":"University of Ottawa; Lakeridge Health; University Health Network; Hôpital Saint-François d'Assise; University of Manitoba; Providence Health Care; Ottawa Hospital; Queen's University; St. Paul's Hospital; CancerCare Manitoba","funders":"","keywords":"Medicine; Microsurgery; FOLFOX; Colorectal cancer; Surgery; Total mesorectal excision; Pelvic exenteration; Radiation therapy; Chemotherapy; Rectal examination; Anal canal; Rectum; Cancer; Prostate; Internal medicine; Oxaliplatin","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":[0.000502805,0.001038461,0.0008013998,0.0004996012,0.0002902629,0.0006162117,0.0006540047,0.0006784077,0.009637256],"category_scores_gemma":[0.0002605643,0.0003148906,0.0005732444,0.0002640651,0.0008278136,0.0003595738,0.0004620509,0.002082826,0.001484467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007766966,"about_ca_system_score_gemma":0.001786604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431011,"about_ca_topic_score_gemma":0.005531476,"domain_scores_codex":[0.9997949,0.00007126891,0.000007477195,0.00003724931,0.00002686621,0.00006233162],"domain_scores_gemma":[0.9995434,0.00004941251,0.00007886072,0.00002549877,0.000023942,0.0002788298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6227528,0.07602908,0.006680862,0.002131953,0.0006752542,0.0004892265,0.0002002055,0.002981332,0.06653174,0.001591003,0.01582137,0.2041152],"study_design_scores_gemma":[0.3767562,0.5722373,0.01166825,0.0002367525,0.0004364681,0.0008727127,0.00007756085,0.001690188,0.01687586,0.0003172596,0.01878955,0.00004183919],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794526,0.003408131,0.0006024195,0.001248932,0.0003054646,0.003035282,0.000966154,0.0001738242,0.01080731],"genre_scores_gemma":[0.9550118,0.002968465,0.002252123,0.00126716,0.0002202626,0.004174261,0.003077195,0.00007176731,0.03095688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009637256,"threshold_uncertainty_score":0.03223985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113015449526713,"score_gpt":0.4808824684034279,"score_spread":0.3695809234507565,"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."}}