{"id":"W3006695485","doi":"10.1093/jcag/gwz047.151","title":"A152 FOREIGN BODY INGESTIONS AT A TERTIARY CARE CENTRE - A QUALITY ASSURANCE STUDY","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endoscopy; Foreign body; Impaction; General surgery; Swallowing; Foreign Body Ingestion; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006406724,0.0001177428,0.0004784313,0.0001173838,0.0001260529,0.000009720527,0.0002281025,0.0001111006,0.00013405],"category_scores_gemma":[0.003370282,0.00008844013,0.0002500747,0.0001423759,0.00007365453,0.00006454089,0.00005015407,0.0004855003,0.000005649666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823729,"about_ca_system_score_gemma":0.00067162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002620821,"about_ca_topic_score_gemma":0.2475792,"domain_scores_codex":[0.9977171,0.0005635833,0.0006925442,0.0001287156,0.0005772857,0.0003208073],"domain_scores_gemma":[0.9974756,0.000151923,0.001055975,0.0001697864,0.0005820744,0.0005646283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000405223,0.00008652931,0.9814279,0.00004291754,0.0002421118,0.00008896166,0.001262779,0.00002625925,0.0001903586,0.00002521771,0.01617505,0.00002669678],"study_design_scores_gemma":[0.003089139,0.001394303,0.9923057,0.00007124097,0.0002737166,0.0001096437,0.001479472,0.0000288871,0.00005613499,0.00002727818,0.001122793,0.00004169763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417747,0.00003694617,0.00001268732,0.05727671,0.0002149223,0.0003072734,0.00008010754,0.000006020745,0.0002906604],"genre_scores_gemma":[0.993627,0.000004773811,0.0001092856,0.005868059,0.0002391852,0.000002325819,0.000007759066,0.00001315145,0.0001284722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449584,"threshold_uncertainty_score":0.7661505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158428786423788,"score_gpt":0.266401047667282,"score_spread":0.2505581690249032,"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."}}