{"id":"W3183983061","doi":"","title":"Canadian Society of Surgical Oncology Seventeenth Annual Scientific Meeting : Apr. 29, 2011, Delta Chelsea Hotel, Toronto, Ont.","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Mount Sinai Hospital; McMaster University; Queen's University; Dalhousie University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; General surgery; Family medicine","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":[0.0007413484,0.0009731278,0.0006740591,0.001549192,0.002663889,0.00197561,0.0006375873,0.001453749,0.2654564],"category_scores_gemma":[0.001510367,0.0004181435,0.0005671387,0.001578056,0.000927241,0.0005457126,0.001064927,0.001869889,0.06915168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008705218,"about_ca_system_score_gemma":0.01824877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3439046,"about_ca_topic_score_gemma":0.8447783,"domain_scores_codex":[0.9992887,0.00003537793,0.00002366047,0.00006657026,0.0004319339,0.000153672],"domain_scores_gemma":[0.9966795,0.00007925,0.00005432906,0.00003764025,0.002190154,0.0009591276],"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":[0.00006337811,0.00001465864,0.0006520192,0.0001231298,0.00001311194,0.00008810926,0.00002665844,0.00008868598,0.0003416185,0.0002420484,0.9650581,0.0332883],"study_design_scores_gemma":[0.0000200416,0.0000409714,0.007569882,0.0001439235,0.00001417456,0.0002110088,0.000129591,0.00006272819,0.0002257998,0.0002020454,0.9913601,0.00001969952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01153452,0.07936905,0.00164539,0.1026598,0.06608134,0.0006481666,0.01559236,0.0009898,0.7214797],"genre_scores_gemma":[0.01591416,0.04164289,0.0009597858,0.002023233,0.002881569,0.00005741326,0.003499773,0.0001780424,0.932843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9912948,"threshold_uncertainty_score":0.8880402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767350617505869,"score_gpt":0.311427379846438,"score_spread":0.2737538736713793,"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."}}