{"id":"W4318965161","doi":"10.1097/ono.0000000000000023","title":"Current Trends in Endoscopic Ear Surgery","year":2022,"lang":"en","type":"article","venue":"Otology & Neurotology Open","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Medicine, Drexel University; Vanderbilt University Medical Center; Massachusetts Eye and Ear; University of Minnesota; University of Pennsylvania; Vanderbilt University; Drexel University; Children's Hospital of Philadelphia","keywords":"Endoscope; Otology; Operating microscope; Medicine; Middle ear; Otorhinolaryngology; Endoscopy; Ear canal; Cholesteatoma; Surgery; Neurotology; Temporal bone; Endoscopic surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002215924,0.0007768691,0.0005807091,0.003236006,0.0005689042,0.002169922,0.001328348,0.002086279,0.02828479],"category_scores_gemma":[0.005764801,0.000284563,0.0007855495,0.002951353,0.001128247,0.004923305,0.001070171,0.003276245,0.01253912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000652,"about_ca_system_score_gemma":0.003385874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196794,"about_ca_topic_score_gemma":0.004069679,"domain_scores_codex":[0.9983413,0.0001879241,0.0002591007,0.0003370931,0.0007546731,0.0001199056],"domain_scores_gemma":[0.9947104,0.001535577,0.0005614555,0.0001311997,0.002172033,0.0008892751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006552531,0.0000994677,0.002806551,0.003557964,0.00002405053,0.0002861029,0.0001429985,0.0001653722,0.0005164908,0.006339307,0.107302,0.8786941],"study_design_scores_gemma":[0.000007847565,0.00006820388,0.003436403,0.003258758,0.00003111142,0.002324352,0.0002455858,0.0001326683,0.0002355132,0.003443621,0.9867909,0.0000249506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002637177,0.9118484,0.003104768,0.02905952,0.008635277,0.00005163457,0.0003702556,0.0002980486,0.04399485],"genre_scores_gemma":[0.009204747,0.9561301,0.003792972,0.01015507,0.009742202,0.00005144337,0.0005556647,0.00008516381,0.01028262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02828479,"threshold_uncertainty_score":0.09462202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685331318933902,"score_gpt":0.3437111715814727,"score_spread":0.2868578583921337,"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."}}