{"id":"W6904703192","doi":"10.14288/1.0407291","title":"Report from the Western Canadian Gastrointestinal Consensus Cancer Conference—Management of Total Neoadjuvant Therapy in Rectal Cancer","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Multidisciplinary approach; Radiation therapy; Session (web analytics); Neoadjuvant therapy; Statement (logic); Health care; Gastrointestinal cancer","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":[0.01624625,0.0007972266,0.0006434363,0.001631578,0.003453532,0.003100454,0.002471138,0.005707425,0.005689353],"category_scores_gemma":[0.02465468,0.0003823331,0.00120312,0.001859858,0.000814085,0.00095268,0.001573064,0.006011004,0.001579734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0202967,"about_ca_system_score_gemma":0.06844272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5481432,"about_ca_topic_score_gemma":0.7279587,"domain_scores_codex":[0.988983,0.001536701,0.0007398155,0.0004483668,0.007050273,0.00124184],"domain_scores_gemma":[0.964116,0.002096426,0.0009860736,0.0002600619,0.02753613,0.005005255],"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":[0.00005685207,0.00005325454,0.001644178,0.0003486463,0.00003843958,0.0003838161,0.0003308195,0.0002021468,0.0002210895,0.0004660018,0.9639319,0.03232287],"study_design_scores_gemma":[0.0000531607,0.00006087847,0.009464231,0.0014713,0.00009862674,0.0003705272,0.00146441,0.0002191599,0.0003561478,0.0004532164,0.9859234,0.00006487819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01062909,0.05831929,0.00356401,0.7403936,0.111253,0.002014886,0.004783502,0.0001441429,0.06889848],"genre_scores_gemma":[0.1864171,0.1374329,0.02058935,0.3978751,0.05660523,0.003731052,0.02004512,0.0004394914,0.1768646],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4518568,"threshold_uncertainty_score":0.9090357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05550768086961084,"score_gpt":0.3288936402137563,"score_spread":0.2733859593441454,"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."}}