{"id":"W2262339647","doi":"10.1080/00015458.2012.11680850","title":"Clinico-epidemiological Study of Caustic Substance Ingestion Accidents in Children in Anatolia: The DROOL Score as a New Prognostic Tool","year":2012,"lang":"en","type":"article","venue":"Acta chirurgica Belgica","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Medicine; Dysphagia; Epidemiology; Endoscopy; Endoscope; Surgery; Ingestion; Pediatrics; Internal medicine","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":[0.001271508,0.000271629,0.000858311,0.0001681912,0.00007214329,0.00001121625,0.0003083,0.0002684754,0.0001643467],"category_scores_gemma":[0.003425137,0.0001780499,0.0001086247,0.0007589111,0.0001215041,0.0001550506,0.0001276947,0.0008221428,0.0000444185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005972207,"about_ca_system_score_gemma":0.0001110111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008169897,"about_ca_topic_score_gemma":0.0006548875,"domain_scores_codex":[0.9971719,0.0004878422,0.0009397946,0.0004479173,0.0003311719,0.0006213427],"domain_scores_gemma":[0.9979705,0.0009025676,0.0003054889,0.0005273334,0.00004782485,0.000246314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003924145,0.002027947,0.994417,0.00002024977,0.00004286773,0.0001195733,0.001322424,0.0000102539,0.00004773046,0.0001634247,0.0002630676,0.001173041],"study_design_scores_gemma":[0.003509112,0.001050907,0.993651,0.0001992324,0.0001331646,0.0003113016,0.0002423705,0.00002980267,0.00002177347,0.0006303729,0.00006226956,0.0001586567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950286,0.001268459,0.000003237883,0.001231663,0.0001168477,0.00203317,0.000003282605,0.00004014945,0.0002746612],"genre_scores_gemma":[0.9985045,0.0002267187,0.00006065104,0.0006618009,0.0002121193,0.0001099557,0.00002532412,0.00002136308,0.0001775643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003475973,"threshold_uncertainty_score":0.7260665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059498900715462,"score_gpt":0.3342877417573866,"score_spread":0.2936927527502319,"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."}}