{"id":"W1963865776","doi":"10.2310/7070.2006.0082","title":"Endolymphatic Sac Tumours: Surgical Management","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear and Head Tumors","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endolymphatic sac; Magnetic resonance imaging; Temporal bone; Translabyrinthine approach; Sigmoid sinus; Von Hippel–Lindau disease; Sensorineural hearing loss; Acoustic neuroma; Radiology; Surgery; Hearing loss; Pathology; Inner ear; Disease; Cerebellopontine angle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006156209,0.00008893474,0.0003041846,0.0001230424,0.00005424966,0.000005384098,0.0001451753,0.000044201,0.0003258813],"category_scores_gemma":[0.00001503916,0.00005051642,0.000123616,0.0001082553,0.0001014682,0.00004218071,0.00003219591,0.0002182259,0.00009216328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004007599,"about_ca_system_score_gemma":0.00004280929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002563276,"about_ca_topic_score_gemma":0.00000520427,"domain_scores_codex":[0.9990013,0.0001330302,0.0003754887,0.00005867047,0.0002230849,0.0002084812],"domain_scores_gemma":[0.9993932,0.0001302729,0.0001757606,0.0001641084,0.00006565906,0.00007095538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005894288,0.002255473,0.8206183,0.0005620518,0.0009962476,0.04482915,0.001015865,0.0002349454,0.006831519,0.05438507,0.05704984,0.005327266],"study_design_scores_gemma":[0.004478619,0.0009287019,0.9150388,0.0001369776,0.000601715,0.05573495,0.0001642027,0.00005754037,0.001478643,0.00299416,0.01827759,0.0001081048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662511,0.001301902,0.0001250113,0.003227914,0.0001791672,0.0001374541,3.575606e-7,0.00001074407,0.02876634],"genre_scores_gemma":[0.9966996,0.00017242,0.000419159,0.0003887379,0.0004888701,0.000001118705,0.000001322163,0.00001174432,0.001817006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09442051,"threshold_uncertainty_score":0.3568171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009487845954062823,"score_gpt":0.2599365090166065,"score_spread":0.2504486630625437,"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."}}