{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001542434,0.001891429,0.002445168,0.0003956527,0.0005273196,0.001315876,0.0008161009,0.002510293,0.005239381],"category_scores_gemma":[0.001217908,0.000728334,0.002012289,0.0005011814,0.001417347,0.001220916,0.0003431169,0.004115523,0.001097197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762723,"about_ca_system_score_gemma":0.001129158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009333805,"about_ca_topic_score_gemma":0.003035057,"domain_scores_codex":[0.9996226,0.0001749241,0.00001555437,0.00007342003,0.00002090855,0.00009258892],"domain_scores_gemma":[0.99934,0.0001943998,0.0001169929,0.00005381705,0.0000306865,0.0002640962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.836558,0.02611032,0.003074466,0.002112253,0.001887225,0.0002459376,0.0002857944,0.001994088,0.01773305,0.000359452,0.008500985,0.1011384],"study_design_scores_gemma":[0.7950796,0.193869,0.005263584,0.00009145803,0.0007501032,0.0001953601,0.00006715671,0.0006255216,0.001152439,0.0002264647,0.002641337,0.00003789278],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744734,0.014724,0.0008107219,0.002571605,0.0007817842,0.002086688,0.001608327,0.0002135566,0.002729851],"genre_scores_gemma":[0.9698821,0.01233775,0.002246182,0.003528867,0.0007230217,0.003853335,0.002467289,0.00007192725,0.004889612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005239381,"threshold_uncertainty_score":0.0175274,"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."}}