{"id":"W2619758264","doi":"10.1097/01.hj.0000520664.00897.9b","title":"Cognitive Screening Model Expands Health Care Delivery","year":2017,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Hearing loss; Cognitive decline; Medicine; Audiology; Gerontology; Disease; Psychology; Clinical psychology; Psychiatry","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":[0.004385869,0.0005909794,0.0003284292,0.001719999,0.001380879,0.005281887,0.002492546,0.003068481,0.1313074],"category_scores_gemma":[0.01038039,0.0003747047,0.001082713,0.001300134,0.0009058297,0.005214523,0.005256325,0.003336552,0.034386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006213649,"about_ca_system_score_gemma":0.01782226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02474137,"about_ca_topic_score_gemma":0.02996699,"domain_scores_codex":[0.9960621,0.0008070137,0.0001746362,0.0004683184,0.001614192,0.0008737148],"domain_scores_gemma":[0.9922341,0.001025106,0.0003653158,0.0005829759,0.001703379,0.004089218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009420164,0.0008172162,0.009221076,0.0001548998,0.00003517293,0.0002469097,0.000401083,0.001102828,0.0004012856,0.03586733,0.5260421,0.425616],"study_design_scores_gemma":[0.0004440722,0.0005918072,0.02521486,0.0009380801,0.00007309764,0.001072783,0.001232596,0.006863857,0.0003844574,0.03713717,0.9259464,0.0001008567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02173917,0.002206505,0.04461307,0.299827,0.004251573,0.001351113,0.002445757,0.006356797,0.617209],"genre_scores_gemma":[0.5205573,0.008278345,0.07863974,0.1343134,0.006790243,0.002380056,0.003641682,0.001221393,0.2441778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1313074,"threshold_uncertainty_score":0.4392669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348024194159454,"score_gpt":0.3741117976978111,"score_spread":0.2393093782818657,"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."}}