{"id":"W4399053264","doi":"10.1111/codi.17035","title":"Nonoperative management protocol for locally advanced rectal cancer","year":2024,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University Health Network; Sinai Health System; Université de Montréal; Queen Elizabeth II Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; Université Laval; St. Michael's Hospital; McMaster University; St. Paul's Hospital; McGill University Health Centre; McGill University; St. Joseph’s Healthcare Hamilton; University of British Columbia; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chemoradiotherapy; Colorectal cancer; Surgery; Abdominoperineal resection; Stage (stratigraphy); Cancer; General surgery; Radiation therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006640235,0.001233816,0.001779963,0.000859515,0.003178353,0.001284641,0.002125334,0.002369401,0.05781148],"category_scores_gemma":[0.00580979,0.0007285713,0.001806667,0.001219413,0.0009748641,0.001113138,0.00181908,0.004020257,0.01384249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009098643,"about_ca_system_score_gemma":0.03130534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166105,"about_ca_topic_score_gemma":0.05505224,"domain_scores_codex":[0.9957204,0.001753467,0.0006559894,0.0003893088,0.0007824413,0.000698417],"domain_scores_gemma":[0.9937556,0.000549655,0.001020797,0.0005822344,0.002052926,0.002038882],"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":[0.2864517,0.05881053,0.01339169,0.01838867,0.0008496735,0.0009520593,0.001366831,0.004990406,0.009784169,0.005549906,0.2208264,0.3786379],"study_design_scores_gemma":[0.2247601,0.1010338,0.1040321,0.004418258,0.0007079227,0.0005959183,0.000699478,0.002170929,0.004216202,0.004181008,0.5529078,0.0002764156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01251791,0.000631021,0.003013742,0.001740649,0.0003648706,0.9547322,0.007852703,0.0002392727,0.01890776],"genre_scores_gemma":[0.01177853,0.0006925038,0.009753801,0.001917382,0.000156082,0.9629426,0.005721946,0.00002133806,0.007015818],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05781148,"threshold_uncertainty_score":0.1933987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648526926456842,"score_gpt":0.3897502464605223,"score_spread":0.3632649771959539,"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."}}