{"id":"W2971399616","doi":"10.1136/gutjnl-2019-319646","title":"ESD, not EMR, should be the first-line therapy for early gastric neoplasia","year":2019,"lang":"en","type":"letter","venue":"Gut","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endoscopic mucosal resection; Medicine; Endoscopic submucosal dissection; Endoscopy; General surgery; Gastroenterology; Internal medicine; Stomach; Cancer; Surgery","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":[0.00228673,0.0004969463,0.0009495214,0.0008770094,0.001677754,0.001828425,0.001016492,0.02208057,0.00942169],"category_scores_gemma":[0.02746073,0.0004434553,0.00106103,0.000821416,0.001347111,0.004099184,0.0007667741,0.02372521,0.01149158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694011,"about_ca_system_score_gemma":0.002491227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624937,"about_ca_topic_score_gemma":0.00696651,"domain_scores_codex":[0.9982002,0.0004237083,0.0004356679,0.000242534,0.0005014172,0.0001964629],"domain_scores_gemma":[0.9905467,0.004457258,0.0008284563,0.0002818975,0.002612565,0.001273182],"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":[0.00004992376,0.00003321034,0.001285575,0.0001442867,0.00001469987,0.002060247,0.00007254283,0.00003063291,0.0001305859,0.0007035771,0.9763476,0.01912721],"study_design_scores_gemma":[0.0002086967,0.0001792868,0.00489856,0.001902432,0.00007804021,0.01713099,0.0006280621,0.0004675113,0.0003798463,0.008913361,0.9651011,0.0001121364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003526195,0.003153057,0.00007582529,0.9730796,0.02182722,0.000007407017,0.00006697585,0.00002399281,0.001413323],"genre_scores_gemma":[0.004230408,0.004718252,0.0003124711,0.9149712,0.07153764,0.00002348314,0.00007369829,0.00002398377,0.004108841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02208057,"threshold_uncertainty_score":0.03151864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06827997180715588,"score_gpt":0.3034828256435408,"score_spread":0.2352028538363849,"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."}}