{"id":"W2528131041","doi":"10.1002/bjs.10318","title":"Bowel function and quality of life after local excision or total mesorectal excision following chemoradiotherapy for rectal cancer","year":2016,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Total mesorectal excision; Surgery; Colorectal cancer; Chemoradiotherapy; Quality of life (healthcare); Wide local excision; Constipation; Cancer; Radiation therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008159446,0.0002056249,0.0004632968,0.0006463943,0.0003082534,0.0005380159,0.0002626457,0.0003931246,0.001102781],"category_scores_gemma":[0.003341695,0.0001173288,0.0006743704,0.0006324807,0.0003786666,0.0003766154,0.0003977478,0.000396021,0.0001693163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516487,"about_ca_system_score_gemma":0.0002406013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00075177,"about_ca_topic_score_gemma":0.001097223,"domain_scores_codex":[0.9994323,0.0002049233,0.00006563868,0.00007662517,0.0001106582,0.000109854],"domain_scores_gemma":[0.9970181,0.0005777882,0.001625329,0.00007358297,0.0001770645,0.0005281639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008676946,0.00005960513,0.9956521,0.00003524199,0.00011707,0.0002557725,0.00007515245,0.00007519274,0.0002770399,0.000003432852,0.00003993056,0.00254179],"study_design_scores_gemma":[0.00002082467,0.0009314287,0.9977462,0.000007433462,0.00004865177,0.0009589676,0.00007277534,0.0000637264,0.00007933798,0.000004459548,0.00006201027,0.000004179373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994032,0.0004433496,0.0000193482,0.00001685382,0.000002374668,0.000003980515,0.00003383506,0.000001154327,0.00007594006],"genre_scores_gemma":[0.9998118,0.00006245061,0.00001809597,0.00001122768,0.000004738292,0.000003435108,0.00006085002,4.0104e-7,0.00002702957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102781,"threshold_uncertainty_score":0.004315197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647246567469458,"score_gpt":0.326200623794881,"score_spread":0.2697281581201865,"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."}}