{"id":"W2318905033","doi":"10.1177/0003489414541422","title":"Esophageal Wishbone Extraction","year":2014,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Perforation; Medicine; Esophagus; Foreign Bodies; Surgery; Foreign body; Population; Radiology; Engineering","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":[0.0006197781,0.0002653683,0.001075435,0.0004060459,0.0000794303,0.000002383534,0.0002304548,0.0009072205,0.001881927],"category_scores_gemma":[0.001776234,0.0002409334,0.000221346,0.000228089,0.001783246,0.0000972791,0.0001082531,0.00067288,0.0004257778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358985,"about_ca_system_score_gemma":0.00011744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006640716,"about_ca_topic_score_gemma":0.00002294012,"domain_scores_codex":[0.9974488,0.0004106192,0.0006853507,0.0005355796,0.0001970245,0.0007226267],"domain_scores_gemma":[0.9978331,0.0006775874,0.0003152016,0.0006466378,0.0002784269,0.0002490921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004679119,0.002773113,0.4024754,0.0005580966,0.001421035,0.003996151,0.0004072787,0.00001917773,0.0554492,0.3923499,0.08769838,0.04817309],"study_design_scores_gemma":[0.005320027,0.01079289,0.7789527,0.000081014,0.0004141853,0.02266735,0.00008259444,0.0006354282,0.06038962,0.0203182,0.09981948,0.0005265774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555245,0.001115858,0.0006779026,0.01686096,0.0005939622,0.0003082292,0.000006605998,0.0001623178,0.02474964],"genre_scores_gemma":[0.986738,0.0002009692,0.0009863195,0.01068918,0.0003137114,0.0000373375,0.0000589272,0.00002826349,0.0009473534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764772,"threshold_uncertainty_score":0.9990305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616550070648708,"score_gpt":0.3510234913912037,"score_spread":0.3048579906847166,"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."}}