{"id":"W3082741133","doi":"10.1016/j.athoracsur.2020.06.063","title":"Balloon Dilation for Endosonographic Staging in Esophageal Cancer: A Phase 1 Clinical Trial","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Boston Scientific Corporation","keywords":"Medicine; Balloon dilation; Radiology; Esophagus; Perforation; Surgery; Stenosis; Esophageal cancer; Dilation (metric space); Endoscopic ultrasound; Balloon; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939055,0.0001333382,0.0006930797,0.0001476773,0.00004593636,0.000007670455,0.0001065581,0.0001069587,0.00006650399],"category_scores_gemma":[0.001421762,0.00009506812,0.0004599389,0.0004163271,0.0001224555,0.00007863463,0.00003601064,0.0002501348,0.000004426024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005230959,"about_ca_system_score_gemma":0.0001463971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000377036,"about_ca_topic_score_gemma":0.000007341268,"domain_scores_codex":[0.9980878,0.0003619867,0.0008156982,0.000263229,0.0001863182,0.000284915],"domain_scores_gemma":[0.9973795,0.00185538,0.0003017141,0.0002171856,0.0001089965,0.0001371738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2286201,0.001292571,0.1769465,0.0006094208,0.0002434743,0.0002153204,0.001044527,0.00003532112,0.001285158,0.000144116,0.009197113,0.5803664],"study_design_scores_gemma":[0.2294822,0.02871928,0.4337226,0.004093015,0.00326361,0.0001465669,0.001937413,0.04995463,0.184411,0.01293992,0.04825487,0.003074882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729116,0.002260615,0.0002694629,0.02326997,0.0003819292,0.0007631846,0.00005264859,0.00003645042,0.00005413642],"genre_scores_gemma":[0.9936107,0.0008313603,0.0001044932,0.004352686,0.0009039958,0.00009374494,0.00004579247,0.00001888723,0.00003830715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772915,"threshold_uncertainty_score":0.3876765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3932515474178461,"score_gpt":0.522047038306773,"score_spread":0.1287954908889269,"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."}}