{"id":"W1979638001","doi":"10.1383/surg.22.8.182.43059","title":"Foreign bodies in the ear, nose and throat","year":2004,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Ear nose and throat; Throat; Medicine; Nose; Foreign Bodies; Anatomy; Pharynx; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006572586,0.0001606681,0.0003536772,0.0001379074,0.00008172605,0.00002305002,0.00007562894,0.00009159018,0.0001411631],"category_scores_gemma":[0.0008077167,0.00009886276,0.0001084428,0.0002081182,0.0003198375,0.0001105114,0.00004249231,0.0002566025,0.00001975895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004678823,"about_ca_system_score_gemma":0.0001479127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123532,"about_ca_topic_score_gemma":0.00007415505,"domain_scores_codex":[0.9986923,0.00004608275,0.0002857981,0.0002283018,0.0003803601,0.000367099],"domain_scores_gemma":[0.9988806,0.0006064231,0.00004923985,0.0003035273,0.00003298851,0.0001272153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005484886,0.0006153641,0.9113397,0.000470196,0.00008667772,0.00407397,0.002696951,0.000009416412,0.00021379,0.03263344,0.02300673,0.02430527],"study_design_scores_gemma":[0.003614377,0.0005826495,0.8427671,0.001005559,0.0001613001,0.002965641,0.005943749,0.00003991668,0.002993899,0.05720691,0.08209988,0.0006190019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643664,0.001420217,0.00002626354,0.003269818,0.0001257682,0.0003125302,0.000005749072,0.00005523805,0.03041805],"genre_scores_gemma":[0.9956673,0.000537609,0.0001503659,0.003174077,0.0002009294,0.00003631695,0.00001735746,0.00002093078,0.0001951399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0685726,"threshold_uncertainty_score":0.4031506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217704230138889,"score_gpt":0.2738672097791334,"score_spread":0.2416901674777445,"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."}}