{"id":"W4401991546","doi":"10.1016/j.vgie.2024.08.012","title":"Electrosurgical mucosotomy for intramural esophageal dissection","year":2024,"lang":"en","type":"article","venue":"VideoGIE","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Dissection (medical); General surgery; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001673301,0.0001200844,0.0002012538,0.0001000862,0.00005651722,0.00003286283,0.00004713674,0.0001196371,0.0002033333],"category_scores_gemma":[0.00009961319,0.00008995318,0.0001570981,0.0001888843,0.00004959598,0.00007584174,0.0000175455,0.0002141453,0.0001710808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006896432,"about_ca_system_score_gemma":0.00007556919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004197727,"about_ca_topic_score_gemma":0.000002556843,"domain_scores_codex":[0.9990947,0.00001970452,0.0001768115,0.0002899262,0.000114911,0.000303967],"domain_scores_gemma":[0.99955,0.000155186,0.00001358758,0.0001335457,0.00004242294,0.0001051922],"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":[0.003073193,0.0009236195,0.02949816,0.002987892,0.0006351377,0.01240385,0.0009476694,0.00001331209,0.2309264,0.2333408,0.07865125,0.4065987],"study_design_scores_gemma":[0.008065384,0.01055932,0.197849,0.0006252867,0.001103119,0.01041834,0.0001396652,0.02181209,0.2012064,0.06562073,0.4813586,0.00124213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733783,0.004718281,0.00987754,0.005434283,0.001433555,0.0007814163,0.00002174648,0.0007091235,0.00364574],"genre_scores_gemma":[0.9934145,0.00003795169,0.0009135627,0.0004572468,0.001008101,0.0001101338,0.00005492221,0.0000254952,0.003978039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053566,"threshold_uncertainty_score":0.3668184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086431325420972,"score_gpt":0.3429656520093482,"score_spread":0.3221013387551385,"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."}}