{"id":"W3137902848","doi":"10.1002/lary.29523","title":"Catheter‐Guided Basket Removal of a Difficult‐to‐Reach Pediatric Airway Foreign Body","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Foreign body; Airway; Medicine; Catheter; Foreign Bodies; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005705238,0.0002631944,0.000602519,0.0001256102,0.0001187452,0.00001845676,0.0003061912,0.0001372097,0.001159137],"category_scores_gemma":[0.001611808,0.0001679144,0.0002271212,0.001059212,0.000171836,0.00006060044,0.0002510349,0.0003614888,0.0002727927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000723984,"about_ca_system_score_gemma":0.0003974858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290975,"about_ca_topic_score_gemma":0.00001135668,"domain_scores_codex":[0.9975734,0.00017191,0.0005500774,0.0004257451,0.0007809807,0.0004979062],"domain_scores_gemma":[0.9979191,0.0003009838,0.0001270734,0.0009414609,0.0003397377,0.0003715756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003260264,0.008139959,0.04859694,0.003527093,0.001206878,0.02619563,0.007082916,0.0001065039,0.2970199,0.02946799,0.5660015,0.009394451],"study_design_scores_gemma":[0.02578823,0.012564,0.1538845,0.002061733,0.006651104,0.0420195,0.004333806,0.004059844,0.5751858,0.005775779,0.1643312,0.003344479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522973,0.001331057,0.0001463388,0.00264738,0.000181748,0.0006121727,0.00003960453,0.00009946885,0.04264491],"genre_scores_gemma":[0.9886101,0.0001622106,0.001921302,0.002487121,0.0008182125,0.00004377701,0.0000900168,0.00006235361,0.005804849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016703,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272888488889412,"score_gpt":0.2852309438477661,"score_spread":0.262502058958872,"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."}}