{"id":"W2055511910","doi":"10.1053/j.gastro.2011.09.010","title":"Ingested Magnets: Catch or Let Go?","year":2012,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Foreign body; Medicine; Perforation; Stomach; Abdominal pain; Vomiting; Foreign Bodies; Emergency department; General surgery; 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":[],"category_scores_codex":[0.0002111439,0.0001515956,0.0003267536,0.00009694853,0.00003376758,0.000004205832,0.00009593694,0.0001143345,0.002601131],"category_scores_gemma":[0.0002875184,0.000109303,0.00006510298,0.00009150286,0.0002178783,0.00007620349,0.00008006868,0.0002637916,0.0004680775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006097356,"about_ca_system_score_gemma":0.00003450203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000246185,"about_ca_topic_score_gemma":0.00003945005,"domain_scores_codex":[0.9985568,0.0000797981,0.0002498756,0.0001897309,0.0001965584,0.000727254],"domain_scores_gemma":[0.9991207,0.00005947328,0.00005953078,0.0002988672,0.00004015335,0.0004213256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003310968,0.0004834711,0.923779,0.00008200635,0.00007416947,0.0003740874,0.0002634407,5.085762e-7,0.001177152,0.0001519828,0.06814412,0.002159079],"study_design_scores_gemma":[0.007914583,0.009368952,0.8310471,0.00009494094,0.0003250086,0.01218684,0.0004066535,0.00007383063,0.0007509087,0.00004725848,0.1375889,0.0001951102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926174,0.0002144981,0.000147705,0.003499225,0.00048371,0.0002171098,0.000009016816,0.0001070937,0.002704278],"genre_scores_gemma":[0.9854783,0.00001800168,0.001299626,0.01124487,0.0006950758,0.00003275579,0.00004943116,0.00002625335,0.001155649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09273198,"threshold_uncertainty_score":0.9983106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239066521002205,"score_gpt":0.2975033484466695,"score_spread":0.2651126832366475,"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."}}