{"id":"W2609353423","doi":"10.1097/01.hj.0000516777.61411.2a","title":"Auditory Biomarker Identified for Early Cognitive Impairment","year":2017,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Cognitive impairment; Cognition; Medicine; Audiology; Psychology; Neuroscience; Biology; Genetics","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":[0.0004169923,0.000788946,0.0005165361,0.002360519,0.001102871,0.001141298,0.0008064932,0.001983167,0.011597],"category_scores_gemma":[0.002063974,0.0001306209,0.000458265,0.001338951,0.0003190898,0.0009214148,0.0008163071,0.001118516,0.003503049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479059,"about_ca_system_score_gemma":0.0007013425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009383832,"about_ca_topic_score_gemma":0.007902516,"domain_scores_codex":[0.999765,0.00002372644,0.00003485656,0.00004581384,0.00007655877,0.00005414941],"domain_scores_gemma":[0.9992253,0.00006949209,0.0001309534,0.00002457765,0.0004000012,0.0001497152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00112766,0.000431563,0.759751,0.0005109283,0.0001561124,0.04380782,0.0005247145,0.0005328899,0.01037407,0.002219523,0.09624721,0.08431645],"study_design_scores_gemma":[0.00008269867,0.0008984093,0.8549823,0.001240993,0.000352111,0.07976294,0.001173318,0.001729133,0.004802258,0.004620621,0.05023847,0.0001167634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230375,0.03100732,0.004764793,0.02370209,0.001863814,0.0008346854,0.01498001,0.000820335,0.0989895],"genre_scores_gemma":[0.962574,0.007176515,0.003485227,0.005530412,0.0007879694,0.000225571,0.00747085,0.00006054387,0.01268894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011597,"threshold_uncertainty_score":0.03879583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042315193808762,"score_gpt":0.3591009246660117,"score_spread":0.2548694052851355,"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."}}