{"id":"W4234468576","doi":"10.1053/tgie.2002.37440","title":"Caustic ingestions","year":2002,"lang":"en","type":"article","venue":"Techniques in Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Esophagus; Surgery; Dysphagia; Balloon dilation; Endoscopy; Dilator; Choking; Perforation; Airway; Swallowing; Balloon","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":[0.00017747,0.0001569084,0.0002476711,0.0002474007,0.00003774922,0.000007341574,0.00009545162,0.00005306868,0.0005635709],"category_scores_gemma":[0.0006694137,0.0001446888,0.0000540224,0.0002736405,0.0001588369,0.00005262689,0.00004853346,0.0004253244,0.0001428084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884253,"about_ca_system_score_gemma":0.00001836896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003535605,"about_ca_topic_score_gemma":0.000008508093,"domain_scores_codex":[0.9989567,0.00005078388,0.000266042,0.0002522547,0.0001319191,0.0003423398],"domain_scores_gemma":[0.9993719,0.0001427741,0.00005197014,0.0002636396,0.00005463106,0.0001150755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004345035,0.001714941,0.7457638,0.0003467951,0.00001389974,0.01234082,0.0003833906,0.00001130328,0.1985691,0.005327608,0.01260568,0.02248815],"study_design_scores_gemma":[0.008461666,0.02149693,0.4544625,0.01374581,0.000350952,0.2588895,0.0003550838,0.007387486,0.213071,0.01482967,0.005087702,0.001861794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6663877,0.0009973962,0.07964627,0.009089709,0.0002157894,0.002346459,0.00002922264,0.004017439,0.23727],"genre_scores_gemma":[0.7627355,0.00002107345,0.2356666,0.000407304,0.0000899797,0.00006484698,0.000005359694,0.0000192844,0.0009899874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913013,"threshold_uncertainty_score":0.6170706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921496156278562,"score_gpt":0.2977675227649804,"score_spread":0.2685525612021948,"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."}}