{"id":"W1993914522","doi":"10.2310/7070.2005.0127","title":"Retrograde Balloon Dilation of Complete Cervical Esophageal and Hypopharyngeal Strictures","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagus; Balloon dilation; Surgery; Dilation (metric space); Endoscopy; Balloon dilatation; Gastrostomy; Balloon; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914952,0.0001271341,0.0005041961,0.0001596454,0.00006057769,0.000004197333,0.0001378238,0.0001444079,0.0000801455],"category_scores_gemma":[0.00006867202,0.00007640052,0.0001087143,0.0001470111,0.0002908832,0.0000633099,0.00005235338,0.0004328214,0.000003875135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000192451,"about_ca_system_score_gemma":0.00004305326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005765008,"about_ca_topic_score_gemma":0.0000119119,"domain_scores_codex":[0.9986671,0.0002489222,0.0005676304,0.00009593248,0.0002205481,0.0001998904],"domain_scores_gemma":[0.9989371,0.0002717788,0.0004183066,0.0001531511,0.0001395693,0.00008008513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002552032,0.0004574711,0.870623,0.0001853912,0.0002089557,0.001195689,0.0004509695,0.00007545227,0.1142146,0.005843307,0.001578826,0.002614357],"study_design_scores_gemma":[0.001762992,0.001646695,0.984239,0.00002229721,0.0002606951,0.006687094,0.00002242308,0.0001668294,0.002218049,0.002517038,0.0004034141,0.00005344482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927921,0.003974755,0.0003369629,0.002049538,0.0001417877,0.0001458227,0.000006198905,0.000008940588,0.0005439128],"genre_scores_gemma":[0.9980265,0.0001335463,0.0009216319,0.0004131902,0.0004115815,7.598293e-7,0.000008276344,0.0000118969,0.00007265174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113616,"threshold_uncertainty_score":0.3115523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125972344592738,"score_gpt":0.2469626123552118,"score_spread":0.234365377895938,"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."}}