{"id":"W4249765862","doi":"10.1503/cjs.005218","title":"2018 Canadian Society of Surgical Oncology Annual Scientific Meeting Abstracts","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Montreal General Hospital; University of Manitoba; University of Calgary; Princess Margaret Cancer Centre; Centre Hospitalier de l’Université de Montréal; Sunnybrook Health Science Centre; McGill University Health Centre; University Health Network; University of Toronto; McMaster University; Sunnybrook Hospital; Memorial University of Newfoundland","funders":"","keywords":"Medicine; General surgery; Resection; Surgical oncology; Surgical resection; Medical physics; Surgery","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":[0.000639462,0.0006649094,0.0004180085,0.003017942,0.002188212,0.001782345,0.000617413,0.001053617,0.1938926],"category_scores_gemma":[0.002040945,0.0003223836,0.0004175316,0.00252408,0.0009269481,0.0005255495,0.00103194,0.001544887,0.0616403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007725315,"about_ca_system_score_gemma":0.01976097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2154708,"about_ca_topic_score_gemma":0.5696779,"domain_scores_codex":[0.9992626,0.00004085382,0.0000500081,0.00005166259,0.0004124036,0.0001823813],"domain_scores_gemma":[0.9961362,0.0001031892,0.0001585101,0.00008915555,0.002474499,0.001038326],"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":[0.00006887851,0.00003218818,0.004195334,0.0001821839,0.00001549183,0.0006327429,0.00006259097,0.0001125515,0.0006395389,0.0007425009,0.876815,0.116501],"study_design_scores_gemma":[0.00001179475,0.00001001321,0.005543254,0.0002452396,0.000006798304,0.001152939,0.0001755061,0.00004879608,0.000165677,0.00022233,0.9924061,0.00001146529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01406209,0.03422909,0.001791877,0.05793357,0.03393279,0.0004738187,0.01004011,0.0006618424,0.8468748],"genre_scores_gemma":[0.1043015,0.08646827,0.005255256,0.009697413,0.0114003,0.0002759306,0.01083731,0.0005536388,0.7712104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7845292,"threshold_uncertainty_score":0.6486354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124750215558925,"score_gpt":0.2998818594361247,"score_spread":0.2486343572805354,"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."}}