{"id":"W386297225","doi":"10.1007/978-94-017-9078-9_28","title":"Gastric and Esophageal Cancers","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Esophageal cancer; 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":[0.0002796151,0.0006336247,0.00043272,0.001231472,0.0005214782,0.001594788,0.0005033248,0.0009018742,0.05235668],"category_scores_gemma":[0.0007784449,0.0002182341,0.0003624596,0.001108443,0.0006640887,0.001875471,0.001615275,0.002221294,0.01897723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008350911,"about_ca_system_score_gemma":0.001364919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843977,"about_ca_topic_score_gemma":0.0077696,"domain_scores_codex":[0.9998316,0.00003253998,0.00000835127,0.0000206039,0.00008464719,0.00002225082],"domain_scores_gemma":[0.9998786,0.00003833012,0.000008167422,0.000009692951,0.00003540672,0.00002969122],"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":[0.000009205264,0.00003261763,0.000193689,0.0002484072,0.00000443628,0.0001349887,0.0002373035,0.0001963206,0.0002270483,0.04054987,0.6808469,0.2773192],"study_design_scores_gemma":[0.000001282438,0.000005582261,0.0001989469,0.0001828442,0.000001634373,0.0002357242,0.00006229366,0.0000250484,0.0000270283,0.004941934,0.9943153,0.000002270575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009335423,0.09510465,0.002236098,0.009989481,0.01121285,0.00005896675,0.000270972,0.0001287395,0.8800647],"genre_scores_gemma":[0.004108314,0.05892519,0.002419628,0.00819576,0.004772363,0.00006143124,0.0003708023,0.00007926152,0.9210674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05235668,"threshold_uncertainty_score":0.1751505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564639738734663,"score_gpt":0.2431240378674231,"score_spread":0.2274776404800765,"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."}}