{"id":"W4402943710","doi":"10.1093/jcag/gwae032","title":"Clinical features, management, and complications of paediatric button battery ingestions in Canada: an active surveillance study using surveys of Canadian paediatricians and paediatric subspecialists","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dysphagia; Pediatrics; Emergency medicine; Medical emergency; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009309496,0.0003731126,0.0004202526,0.002772299,0.001496983,0.001058094,0.001049812,0.0004985829,0.001283358],"category_scores_gemma":[0.004348664,0.0004804215,0.0004570181,0.005937218,0.000843672,0.0004732677,0.0008725679,0.0005290812,0.000169014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571402,"about_ca_system_score_gemma":0.01696489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596584,"about_ca_topic_score_gemma":0.9680807,"domain_scores_codex":[0.9981831,0.0001250764,0.0001439256,0.0001976777,0.0009338966,0.0004162804],"domain_scores_gemma":[0.9956362,0.0003307661,0.001655104,0.00007026986,0.001532088,0.0007756132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001867482,0.0000174892,0.9967743,0.00004430686,0.00001120653,0.0001375072,0.0007994412,0.00002523366,0.0000762898,0.00001151185,0.0003242624,0.001759723],"study_design_scores_gemma":[0.000002139487,0.00002882337,0.9980867,0.0000284587,0.000006421808,0.0001997976,0.001294682,0.00007095849,0.00003473868,0.000002912712,0.0002396775,0.000004761254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959393,0.0006369437,0.00006793819,0.0001490293,0.000004956503,0.0000661181,0.001764204,0.00001028558,0.001361146],"genre_scores_gemma":[0.9976233,0.0008761936,0.0002265569,0.0001100714,0.000005471115,0.00002949213,0.0009233648,0.000003588521,0.0002020677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04034162,"threshold_uncertainty_score":0.1140137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493417851646014,"score_gpt":0.2850450613140325,"score_spread":0.2601108827975723,"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."}}