{"id":"W2997504536","doi":"10.1002/9780471420194.tnmc10.pub3","title":"Oesophagus","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Endoscopy; Gastroesophageal Junction; Physical examination; Esophagus; Esophagogastric junction; Radiology; Surgery; General surgery; Adenocarcinoma; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001890904,0.0008167206,0.000363183,0.001831144,0.0005653371,0.001216824,0.0003507214,0.0005629521,0.1352024],"category_scores_gemma":[0.0006110691,0.0001394026,0.0006087628,0.001598425,0.0002094795,0.0004150656,0.0007881341,0.0006598356,0.08231417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169287,"about_ca_system_score_gemma":0.000717853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293244,"about_ca_topic_score_gemma":0.002796805,"domain_scores_codex":[0.9997898,0.00002121553,0.00002385067,0.00002879866,0.00008000567,0.00005640252],"domain_scores_gemma":[0.9998249,0.00001110325,0.00002461791,0.00002438625,0.00006824353,0.00004661196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001053573,0.0002021628,0.02459838,0.003069761,0.0001270893,0.004346809,0.000179847,0.0002607629,0.01045463,0.006600889,0.2645026,0.6846035],"study_design_scores_gemma":[0.00005790544,0.0001465757,0.0187016,0.0006241305,0.00006591959,0.006575563,0.00008800161,0.00007524176,0.001959183,0.0008471629,0.9708452,0.00001356933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.028441,0.05449091,0.001863353,0.001669466,0.003678815,0.000298349,0.02650612,0.0008376993,0.8822142],"genre_scores_gemma":[0.2108692,0.06470306,0.004171525,0.002854259,0.00187891,0.0002519054,0.05594672,0.000342859,0.6589815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1352024,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077533173753087,"score_gpt":0.3910753890889848,"score_spread":0.3503000573514539,"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."}}