{"id":"W2127552164","doi":"10.1016/j.gie.2011.05.045","title":"Flexible endoscopic septoplasty for bilobed Zenker's diverticulum","year":2011,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Choking; Zenker's diverticulum; Septoplasty; Dysphagia; Surgery; Diverticulum (mollusc); Regurgitation (circulation); Anatomy; Nose","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006094655,0.0003296193,0.0003796496,0.0001620508,0.0006415194,0.00001793934,0.0003837068,0.00006811902,0.003112982],"category_scores_gemma":[0.000423096,0.0002915088,0.0001495204,0.0002145931,0.0000927494,0.0002404676,0.0002901844,0.0003896753,0.0009957294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638733,"about_ca_system_score_gemma":0.0002140076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002680613,"about_ca_topic_score_gemma":0.00006719067,"domain_scores_codex":[0.997197,0.0002198386,0.000619452,0.0005205126,0.0002801337,0.001163024],"domain_scores_gemma":[0.9982542,0.0005128231,0.0002828575,0.0004526174,0.000219275,0.0002782011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610758,0.0007640144,0.8068421,0.000950264,0.0002167667,0.00006945847,0.002209152,0.0000117373,0.02558816,0.05202766,0.1077834,0.001926565],"study_design_scores_gemma":[0.03947249,0.01173912,0.6287069,0.004837643,0.001424636,0.0002364289,0.01701356,0.002926356,0.01649331,0.0288202,0.2453756,0.002953713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1209632,0.00008072246,0.6332378,0.0008378,0.003544556,0.005907375,0.0001198903,0.001486496,0.2338222],"genre_scores_gemma":[0.4219664,0.00001600287,0.5466816,0.001423479,0.0005609723,0.001655019,0.00009657039,0.0001159693,0.02748392],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3010032,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267298068767252,"score_gpt":0.3741811984170077,"score_spread":0.2915082177293352,"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."}}