{"id":"W1488724794","doi":"10.1007/978-1-59745-044-7_7","title":"Endoscopic Mucosal Resection","year":2010,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Endoscopic mucosal resection; Medicine; Resection; Surgery; Gastrointestinal tract; Digestive tract; Internal medicine","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":[0.0001090344,0.0004141116,0.0002718859,0.0004948227,0.0002552331,0.0006254313,0.0003473516,0.0005617038,0.0380597],"category_scores_gemma":[0.0002835155,0.0001029514,0.0003126456,0.0003580495,0.0002572754,0.0007419982,0.0006133459,0.001087907,0.0190939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511,"about_ca_system_score_gemma":0.0003063538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005049093,"about_ca_topic_score_gemma":0.001346756,"domain_scores_codex":[0.9999408,0.000006132906,0.000002936683,0.0000142322,0.00002811519,0.00000780651],"domain_scores_gemma":[0.999956,0.00001045582,0.000004129342,0.000005190125,0.00001047237,0.00001370431],"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":[0.00005077906,0.00005842795,0.0003882513,0.0004209774,0.00001099434,0.001401442,0.0001289016,0.0002620918,0.00347564,0.01852817,0.1928356,0.7824388],"study_design_scores_gemma":[0.000007907539,0.00003695342,0.0008572243,0.0001772154,0.00000523855,0.006724146,0.00004513663,0.00008554471,0.0007728462,0.002954961,0.9883252,0.000007665046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005525091,0.07186531,0.01430123,0.004166308,0.002746678,0.00008913576,0.0003936115,0.0006059153,0.9003068],"genre_scores_gemma":[0.03191745,0.0660347,0.01705485,0.00458653,0.001369403,0.00009597807,0.0006662405,0.0001990668,0.8780758],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0380597,"threshold_uncertainty_score":0.1273224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618668596721645,"score_gpt":0.2924142942633804,"score_spread":0.226227608296164,"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."}}