{"id":"W4400088917","doi":"10.1002/lary.31607","title":"Pediatric Esophageal Button Battery Protocol Reduces Time From Presentation to Removal","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Sucralfate; Surgery; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003486233,0.0001842401,0.0002456868,0.0001321121,0.00008525058,0.00008676596,0.0001988256,0.00008949373,0.003567918],"category_scores_gemma":[0.0003348053,0.0001143947,0.00009016945,0.0005150857,0.00007512409,0.000145466,0.0001211307,0.0003139468,0.004514986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006674451,"about_ca_system_score_gemma":0.0001792056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001663266,"about_ca_topic_score_gemma":0.000001904203,"domain_scores_codex":[0.9983221,0.0001121368,0.0003022643,0.0003840824,0.0005835572,0.0002958872],"domain_scores_gemma":[0.9989392,0.0003903884,0.00003813917,0.0003624047,0.0000447802,0.000225154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002415179,0.000530622,0.00203724,0.001173494,0.000325885,0.00713319,0.002591176,0.00005598312,0.08892672,0.0005551917,0.8655019,0.02875344],"study_design_scores_gemma":[0.0116546,0.00895431,0.0938177,0.003792121,0.003663677,0.00263245,0.0006211972,0.02676911,0.3392473,0.01068734,0.4955939,0.002566311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333107,0.0005123934,0.0001021474,0.01122843,0.0004211034,0.04390502,0.00004933572,0.0004424424,0.01002837],"genre_scores_gemma":[0.8670141,0.00003471121,0.004081274,0.006987,0.01516533,0.0624903,0.000366192,0.0002398365,0.04362124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3699079,"threshold_uncertainty_score":0.9973429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681407439616497,"score_gpt":0.322645896927121,"score_spread":0.3058318225309561,"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."}}