{"id":"W4366742756","doi":"10.1503/cjs.005822","title":"Total neoadjuvant therapy for rectal cancer: a guide for surgeons","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Colorectal cancer; Regimen; Neoadjuvant therapy; Radiation therapy; Systemic therapy; Randomized controlled trial; Chemotherapy; General surgery; Oncology; Surgery; Medical physics; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00278556,0.001420117,0.0008267203,0.002426353,0.001025227,0.002292888,0.001280177,0.004086224,0.009593382],"category_scores_gemma":[0.004532004,0.0005273718,0.0008003162,0.001070179,0.00204383,0.004089528,0.001549027,0.01012118,0.01220131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011726,"about_ca_system_score_gemma":0.004506435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760977,"about_ca_topic_score_gemma":0.01532019,"domain_scores_codex":[0.9990054,0.0003399477,0.0001391374,0.00006914379,0.0003971179,0.00004933046],"domain_scores_gemma":[0.9978306,0.0006515468,0.0002341577,0.00007636533,0.0005886153,0.0006187158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003495482,0.0001727778,0.0008928654,0.0006392027,0.00001975624,0.0008726148,0.0003188653,0.0003816713,0.000954608,0.004423981,0.7489123,0.2423765],"study_design_scores_gemma":[0.00004187509,0.0001786303,0.001932261,0.002714697,0.00001783204,0.006030332,0.0009862712,0.0002916676,0.0001464622,0.01516772,0.9724244,0.0000677542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001706729,0.2342771,0.03149693,0.6593214,0.02100112,0.000367293,0.000685284,0.001309673,0.04983451],"genre_scores_gemma":[0.01158434,0.5113494,0.1419625,0.2352635,0.0424058,0.001187637,0.001048603,0.0005683681,0.05462991],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009593382,"threshold_uncertainty_score":0.03209311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09019736577448209,"score_gpt":0.3383876250200936,"score_spread":0.2481902592456115,"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."}}