{"id":"W4210986385","doi":"10.3390/curroncol29020078","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":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of British Columbia; Alberta Health Services; CancerCare Manitoba; BC Cancer Agency","funders":"","keywords":"Medicine; Colorectal cancer; Multidisciplinary approach; Radiation therapy; Family medicine; Session (web analytics); Neoadjuvant therapy; Health care; Gastrointestinal cancer; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01643973,0.0008230535,0.0006574578,0.001609266,0.003311266,0.003013115,0.00244212,0.005745118,0.005324894],"category_scores_gemma":[0.02359242,0.0003873387,0.001216552,0.001843272,0.0007803016,0.0009352913,0.001491437,0.006071292,0.00154325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01987125,"about_ca_system_score_gemma":0.06621984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5304568,"about_ca_topic_score_gemma":0.7104795,"domain_scores_codex":[0.9892161,0.001557871,0.0007316171,0.0004505154,0.006842062,0.001201858],"domain_scores_gemma":[0.9657997,0.001987251,0.000944813,0.000243343,0.02641271,0.004612208],"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":[0.00006138373,0.00005559639,0.001701971,0.0003801212,0.00004237984,0.0004083079,0.0003323926,0.000223151,0.000249806,0.0004770992,0.9627713,0.03329652],"study_design_scores_gemma":[0.00005691825,0.00006547477,0.009503617,0.001517758,0.0001067329,0.000382586,0.001416469,0.0002376267,0.0003857359,0.0004437044,0.9858182,0.00006520198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01080168,0.06168254,0.003704218,0.7345799,0.1147321,0.002109436,0.004656944,0.0001367415,0.06759637],"genre_scores_gemma":[0.1898005,0.1449969,0.02131779,0.3920978,0.05540557,0.003867548,0.01949777,0.0004200267,0.172596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4695432,"threshold_uncertainty_score":0.9446168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157456037909129,"score_gpt":0.4174734022722246,"score_spread":0.2600173643630955,"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."}}