{"id":"W4415506845","doi":"10.1007/978-3-031-49583-0_52-1","title":"Foreign Body Removal","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Foreign body; Foreign Bodies; Foreign Body Removal; Bronchoscopy; Airway; Preparedness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001554182,0.0007981239,0.0004422747,0.001240696,0.001086241,0.001329062,0.000705423,0.001283645,0.1580403],"category_scores_gemma":[0.0005405874,0.0002547598,0.0007003506,0.0005664506,0.0004812841,0.001101848,0.00159975,0.001795288,0.08747378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470955,"about_ca_system_score_gemma":0.0005182054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009785211,"about_ca_topic_score_gemma":0.004864637,"domain_scores_codex":[0.9998564,0.00001387641,0.000006235528,0.00002142446,0.00007413878,0.00002794412],"domain_scores_gemma":[0.9999037,0.00002962787,0.000006439834,0.00001593677,0.00001879632,0.00002546023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00003499409,0.00012334,0.0002640333,0.0003008248,0.00000848375,0.003644509,0.000221983,0.0002703408,0.001774576,0.01816947,0.5505165,0.4246709],"study_design_scores_gemma":[0.00000253294,0.00002291191,0.0004479546,0.0001959598,0.000003393854,0.006455688,0.00004939491,0.00006137935,0.0002193447,0.002443266,0.9900927,0.000005414629],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000839309,0.009474672,0.001757268,0.0009140646,0.002149629,0.00003428695,0.00009324899,0.000174433,0.9845631],"genre_scores_gemma":[0.003201228,0.007575674,0.001109273,0.001062839,0.0006295211,0.00001603469,0.0001267208,0.00007750108,0.9862011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1580403,"threshold_uncertainty_score":0.5286976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188959306954575,"score_gpt":0.2731653498014432,"score_spread":0.2512757567318974,"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."}}