{"id":"W4308341362","doi":"10.1200/jco.22.01812","title":"Achieving a Cure Without Total Mesorectal Excision in Rectal Adenocarcinoma","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Total mesorectal excision; Context (archaeology); Colorectal cancer; Clinical trial; Quality of life (healthcare); Intensive care medicine; Disease; General surgery; Radiation therapy; Presentation (obstetrics); Medical physics; Surgery; Cancer; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009276629,0.000281345,0.0004049203,0.001022997,0.0006029587,0.0009641961,0.0003098492,0.000702641,0.001350033],"category_scores_gemma":[0.003233854,0.0001824064,0.0005139085,0.0007853141,0.0009434317,0.0009561672,0.0006586529,0.001633138,0.0005987025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008003425,"about_ca_system_score_gemma":0.0008947815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607664,"about_ca_topic_score_gemma":0.006952718,"domain_scores_codex":[0.9995382,0.0001620281,0.00006367122,0.00003369626,0.0001291073,0.00007331616],"domain_scores_gemma":[0.9991704,0.0003817772,0.0001365373,0.00006275377,0.00007370623,0.0001748692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001284583,0.0001582823,0.01398579,0.004622679,0.0001408771,0.03989957,0.0007697313,0.001888299,0.01084676,0.005154452,0.07465529,0.8465936],"study_design_scores_gemma":[0.0002511975,0.00309515,0.06462567,0.004115541,0.0003215219,0.3351978,0.001611402,0.001431058,0.008515737,0.009595337,0.5710483,0.0001912003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2196506,0.6542194,0.007748281,0.05282164,0.01200624,0.0001735981,0.0003464614,0.0003737541,0.05266001],"genre_scores_gemma":[0.7178274,0.2323711,0.008111414,0.02215387,0.01149084,0.00008653763,0.0005579757,0.0002114316,0.007189475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001607664,"threshold_uncertainty_score":0.005806923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3687109298233542,"score_gpt":0.5659188091126705,"score_spread":0.1972078792893162,"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."}}