{"id":"W1987790821","doi":"10.2310/7070.2004.00310","title":"Foreign Body Aspiration in Infants and Toddlers: Recent Trends in British Columbia","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Choking; Foreign body aspiration; Swallowing; Foreign body; Pediatrics; Presentation (obstetrics); Demographics; Dentistry; Surgery; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009378713,0.00007016621,0.0003585518,0.0002027882,0.00003351308,0.00002154512,0.00009922672,0.000124897,0.0003771983],"category_scores_gemma":[0.0005127883,0.00007026485,0.00003947068,0.0003517441,0.0001856399,0.0001419575,0.00003441461,0.000497919,0.000002697841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597213,"about_ca_system_score_gemma":0.000134832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731785,"about_ca_topic_score_gemma":0.03076962,"domain_scores_codex":[0.9987822,0.0001349879,0.0005364215,0.00009534103,0.000229445,0.0002216208],"domain_scores_gemma":[0.9994011,0.000101172,0.0001877617,0.000117335,0.00007712873,0.0001155316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001130571,0.0006373746,0.9131094,0.00005776583,0.00007069787,0.006487644,0.000897888,0.00006714439,0.002373634,0.0001901353,0.001594779,0.07338293],"study_design_scores_gemma":[0.005409882,0.001994519,0.9742228,0.0002837319,0.00004753491,0.01431183,0.0002055928,0.00004261963,0.0001097059,0.002794943,0.0005098005,0.00006705911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960099,0.00112585,0.00002261548,0.001231831,0.00009167697,0.0001490634,0.000001302745,0.000005298948,0.001362427],"genre_scores_gemma":[0.9979942,0.0006197176,0.0002118882,0.0009751282,0.0001249659,0.000003034414,0.000004161402,0.00001122485,0.00005566069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07331587,"threshold_uncertainty_score":0.9869163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854744908919389,"score_gpt":0.2730793090922548,"score_spread":0.2545318600030609,"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."}}