{"id":"W4200611601","doi":"10.1002/deo2.81","title":"Single operator experience of endoscopic submucosal dissection for Barrett's neoplasia in a North American academic center","year":2021,"lang":"en","type":"article","venue":"DEN Open","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Single Center; Surgery; Endoscopic mucosal resection; Endoscopic submucosal dissection; Lesion; Dysplasia; Odds ratio; Dissection (medical); Resection; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001087827,0.0003697792,0.0002821438,0.0004933,0.0008186767,0.0006731988,0.0004247803,0.0002291619,0.004121093],"category_scores_gemma":[0.001850144,0.0002815387,0.000339538,0.0005799405,0.000355859,0.0005041086,0.001045241,0.0003279737,0.0006429925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008910372,"about_ca_system_score_gemma":0.001533215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006490268,"about_ca_topic_score_gemma":0.01787833,"domain_scores_codex":[0.9992738,0.000208784,0.00006188734,0.00015949,0.0001199568,0.0001759687],"domain_scores_gemma":[0.9977323,0.0003569712,0.0004171731,0.0000898373,0.0001663267,0.001237468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004294588,0.0009824337,0.9457372,0.00008609449,0.0001062046,0.002015525,0.001949898,0.0004269172,0.001959128,0.0000611208,0.001575029,0.04467104],"study_design_scores_gemma":[0.00009288001,0.003958556,0.9756792,0.00007689999,0.00008629097,0.007068227,0.006661315,0.001952375,0.0009026151,0.0001060764,0.003365927,0.00004964705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985241,0.0002895652,0.0003720268,0.00009325241,0.00001259071,0.00002416041,0.00005379569,0.0000186853,0.0006118857],"genre_scores_gemma":[0.9981217,0.0003452692,0.0007873597,0.000128698,0.00003642989,0.00002215928,0.0001155518,0.000007325482,0.0004355462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006490268,"threshold_uncertainty_score":0.01378644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959111416187606,"score_gpt":0.3769427184947866,"score_spread":0.3373516043329105,"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."}}