{"id":"W2795363794","doi":"10.1016/j.wneu.2018.02.089","title":"Acute Deafness: A Rare Complication of Shunting","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Shunt (medical); Complication; Shunting; Audiogram; Hearing loss; Surgery; Sequela; Audiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001369384,0.0001263625,0.0003650256,0.0002712404,0.00008723596,0.00001276916,0.00008472255,0.00003570807,0.0003267675],"category_scores_gemma":[0.000117399,0.0001214553,0.0001274659,0.000718103,0.0001652458,0.00007827881,0.00006417105,0.0001221581,0.0001247938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032047,"about_ca_system_score_gemma":0.00005815141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002779468,"about_ca_topic_score_gemma":0.00002942053,"domain_scores_codex":[0.9988537,0.00003593315,0.0003693918,0.0002711395,0.0002262791,0.0002435284],"domain_scores_gemma":[0.9989587,0.0001466132,0.0001864202,0.0004486535,0.000169233,0.00009037934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003013214,0.000454514,0.353231,0.0002007008,0.0001262245,0.00005035747,0.0002747099,7.422521e-7,0.6073346,0.0008560229,0.02636916,0.01080055],"study_design_scores_gemma":[0.0006275627,0.0002290683,0.7539657,0.0002981423,0.0002290079,0.0001757899,0.00001683951,0.0002326204,0.2205534,0.0001114688,0.02333815,0.0002222874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884474,0.00003265631,0.00007724766,0.001339849,0.0003556436,0.000225129,0.00001006208,0.0001267168,0.009385255],"genre_scores_gemma":[0.9963285,0.000008564074,0.000414472,0.001609182,0.0002968508,0.00001076187,0.00001810667,0.00003671778,0.001276865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007346,"threshold_uncertainty_score":0.4952805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078476943734487,"score_gpt":0.2879698224624206,"score_spread":0.2571850530250757,"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."}}