{"id":"W2933080626","doi":"10.1136/bmjopen-2018-026246","title":"Protocol for the development of versions of the Montreal Cognitive Assessment (MoCA) for people with hearing or vision impairment","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; European Commission; National Institute for Health and Care Research","keywords":"Montreal Cognitive Assessment; Medicine; Protocol (science); Cognitive impairment; Cognition; Gerontology; Audiology; Psychiatry; Alternative medicine; Pathology","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":[0.06089518,0.002794599,0.00399541,0.005104887,0.006723783,0.003431993,0.003950216,0.004651616,0.1081058],"category_scores_gemma":[0.07887747,0.003263687,0.004442906,0.003662915,0.002150791,0.00338887,0.003911354,0.009404803,0.04366511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006703485,"about_ca_system_score_gemma":0.03859354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004836632,"about_ca_topic_score_gemma":0.01141245,"domain_scores_codex":[0.9742609,0.01337133,0.005994483,0.001966383,0.002740551,0.001666392],"domain_scores_gemma":[0.9294531,0.01560502,0.004243879,0.01003617,0.03754853,0.003113355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02019318,0.0101464,0.005318086,0.02828732,0.0004396133,0.001442106,0.01577111,0.002208688,0.004551494,0.02263817,0.6077669,0.2812369],"study_design_scores_gemma":[0.03318734,0.006868566,0.03594537,0.02665992,0.0003838183,0.0009727843,0.005633346,0.00283739,0.004607983,0.02270917,0.859332,0.0008624336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001969802,0.0002400898,0.006814412,0.000725699,0.0005530887,0.9794654,0.006145834,0.0002642774,0.003821338],"genre_scores_gemma":[0.0006822858,0.0001021997,0.00436276,0.0001799794,0.00004356017,0.9928485,0.001053038,0.0000171199,0.0007105978],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1081058,"threshold_uncertainty_score":0.3616499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150113329187271,"score_gpt":0.4588684945981542,"score_spread":0.343857161679427,"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."}}