{"id":"W4409904457","doi":"10.1002/ohn.1275","title":"Pediatric Sharp Foreign Body Aspiration: Revealing Unexpected Risk Factors","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Dalhousie University; McMaster University; University of Alberta; McGill University Health Centre","funders":"","keywords":"Foreign body aspiration; Foreign body; Medicine; 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":[0.0004450969,0.0003296347,0.0003133576,0.001243384,0.0004586909,0.0005329928,0.0003343394,0.0003274148,0.0009257791],"category_scores_gemma":[0.002562412,0.0002174076,0.0002563269,0.001327576,0.0003957915,0.0005317909,0.0003760431,0.0003294864,0.0001424923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007991094,"about_ca_system_score_gemma":0.001647787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413752,"about_ca_topic_score_gemma":0.03299266,"domain_scores_codex":[0.9994066,0.00006557868,0.00007605577,0.00009987432,0.0001994697,0.0001524741],"domain_scores_gemma":[0.9979721,0.0002552949,0.001123313,0.00005355235,0.0003536023,0.0002422479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001019327,0.000003439894,0.9985732,0.00000579604,0.000003118843,0.0007235947,0.00002155526,0.0000115934,0.000107839,0.00000400467,0.00004031791,0.0004952801],"study_design_scores_gemma":[0.000001998092,0.00004357545,0.9920723,0.00001055098,0.000008496869,0.007183549,0.0002712209,0.00009548855,0.0001469432,0.000005878632,0.0001577215,0.000002337466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987614,0.0003707019,0.0001264423,0.00002521695,0.000003421832,0.00001995513,0.0003115326,0.00000688105,0.0003743025],"genre_scores_gemma":[0.999101,0.0002225159,0.0002221927,0.00001465808,0.000006784975,0.000009633513,0.0003794577,0.000001532825,0.00004214251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02413752,"threshold_uncertainty_score":0.04799408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444744743486947,"score_gpt":0.2802806994352012,"score_spread":0.2658332520003317,"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."}}