{"id":"W1562037625","doi":"10.1155/2013/671273","title":"Predictors of Recurrent Ingestion of Gastrointestinal Foreign Bodies","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Impaction; Ingestion; Foreign Body Ingestion; Foreign body; Retrospective cohort study; Incidence (geometry); Sedation; Pediatrics; Logistic regression; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902757,0.0001310095,0.0005414255,0.0005020528,0.00002388676,0.000004239617,0.0001519075,0.00005781794,0.0005934288],"category_scores_gemma":[0.00102291,0.0001075106,0.0001611459,0.00007220997,0.000616832,0.00009459545,0.00001500315,0.0003227421,0.00000434966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146071,"about_ca_system_score_gemma":0.0005889777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101275,"about_ca_topic_score_gemma":0.002003073,"domain_scores_codex":[0.9984279,0.00008396479,0.0007690323,0.0001047742,0.0002354885,0.0003787854],"domain_scores_gemma":[0.9977587,0.0000682615,0.0005647067,0.0001505736,0.0006484284,0.0008092559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007657054,0.00006092896,0.9889681,0.000115482,0.00008413602,0.0002156524,0.0001106824,0.00001596446,0.0007617435,0.0001481366,0.008127255,0.0006262191],"study_design_scores_gemma":[0.002924901,0.02894628,0.9476752,0.001469709,0.000265884,0.015846,0.000536684,0.0001648381,0.0009485711,0.0006971831,0.0004473741,0.00007736229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972659,0.0001827076,0.0005101466,0.0009012994,0.0002595026,0.0001670864,0.00001990886,0.00000365578,0.0006897475],"genre_scores_gemma":[0.9971595,0.00001210371,0.002390976,0.0001880533,0.0001973867,0.00000323846,0.000008586371,0.00001368191,0.00002650417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04129288,"threshold_uncertainty_score":0.6497629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633469029528995,"score_gpt":0.2335320227924867,"score_spread":0.2171973324971967,"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."}}