{"id":"W2605738067","doi":"10.1002/lary.26590","title":"Development of cognitive screening test for the severely hearing impaired: Hearing‐impaired <scp>M</scp>o<scp>CA</scp>","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Montreal Cognitive Assessment; Audiology; Medicine; Cognitive impairment; Hearing impaired; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00191327,0.0003439643,0.0004200422,0.00009727014,0.003028851,0.0003921801,0.00108437,0.0001411998,0.000008438516],"category_scores_gemma":[0.02048182,0.0002190568,0.0002018531,0.0002308882,0.0006084846,0.000436268,0.0006055378,0.0004192364,0.00007165137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006937846,"about_ca_system_score_gemma":0.0002690176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003431231,"about_ca_topic_score_gemma":0.00005975843,"domain_scores_codex":[0.9972085,0.0001783083,0.0005964948,0.0006189768,0.0005974153,0.0008003258],"domain_scores_gemma":[0.9858568,0.01244753,0.0004790215,0.0008700714,0.0001849532,0.0001616029],"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":[0.000184862,0.001326249,0.0592283,0.001006379,0.0003831898,0.00003594531,0.09322072,0.0008233343,0.769896,0.00214452,0.007170427,0.06458012],"study_design_scores_gemma":[0.001427111,0.0003777315,0.8069451,0.0007302616,0.00008418519,0.00002597021,0.003287982,0.005458595,0.1712551,0.000409664,0.00987358,0.0001246925],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913728,0.0001357793,0.002506017,0.0006131611,0.0003521983,0.001510996,0.00005433424,0.0001190556,0.003335628],"genre_scores_gemma":[0.9933934,0.00003005774,0.003115838,0.0005425371,0.0001884528,0.0001987013,0.000006494076,0.00006874782,0.002455795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7477168,"threshold_uncertainty_score":0.9982691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07711605162817163,"score_gpt":0.311863216710132,"score_spread":0.2347471650819604,"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."}}