{"id":"W2170205643","doi":"10.1017/s0022215114002941","title":"Utility of electronystagmography in the prediction of post-operative outcome following cochlear implantation","year":2015,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Electronystagmography; Audiology; Medicine; Cochlear implant; Speech perception; Perception; Psychology; Nystagmus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008765077,0.0002156918,0.0002351957,0.0007142039,0.0001364895,0.0003501362,0.0002173276,0.0002427387,0.0008381056],"category_scores_gemma":[0.0066986,0.00008888695,0.0001575097,0.0002638627,0.0003157685,0.000478666,0.0003134213,0.0002811583,0.0001367021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685486,"about_ca_system_score_gemma":0.0002885627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306648,"about_ca_topic_score_gemma":0.002234995,"domain_scores_codex":[0.9996597,0.00007406103,0.00008191447,0.00003713843,0.0001084484,0.0000388194],"domain_scores_gemma":[0.9952211,0.001781752,0.001810876,0.000100392,0.0007137988,0.0003719507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693792,0.0000301165,0.9939154,0.00001990505,0.00001430544,0.0002034226,0.00004050381,0.0000594348,0.0005051804,0.000005039893,0.00003232191,0.005005008],"study_design_scores_gemma":[0.000004038517,0.0003585051,0.9977831,0.00001763287,0.00001913824,0.0009624877,0.0001267662,0.0002149035,0.0004292674,0.000008527245,0.00007103019,0.000004550076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998728,0.0006331579,0.0001957627,0.00002704331,0.000007587851,0.00001013486,0.00008831158,0.000005054613,0.0003049431],"genre_scores_gemma":[0.9995437,0.0001545221,0.000144029,0.000004333955,0.000006142281,0.000004347433,0.00007664701,5.912082e-7,0.00006556273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001306648,"threshold_uncertainty_score":0.004635453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924162890030994,"score_gpt":0.3334026634427367,"score_spread":0.2841610345424268,"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."}}