{"id":"W4406196112","doi":"10.1002/alz.086242","title":"Accommodating cognitive screening: An implementation study protocol for occupational therapists supporting clients with vision and/or hearing impairments","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Protocol (science); Cognition; Psychology; Audiology; Applied psychology; Medicine; Psychiatry; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006534741,0.0002600829,0.0001889752,0.0001672628,0.0005337174,0.0006669213,0.0000927713,0.00004230485,0.000185359],"category_scores_gemma":[0.00001447593,0.0002034317,0.00004884365,0.0002049655,0.00003780172,0.001342888,0.00005029209,0.0001059225,0.000004411866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002109416,"about_ca_system_score_gemma":0.00004438715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002135802,"about_ca_topic_score_gemma":0.0002020582,"domain_scores_codex":[0.9979219,0.0001466608,0.0005206314,0.0006042491,0.0004197539,0.0003867605],"domain_scores_gemma":[0.9992158,0.0001921378,0.000226041,0.0001372853,0.0001281513,0.0001005237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003901997,0.001027268,0.3488727,0.00006849341,0.002951901,0.00001044108,0.006335129,0.00001573753,0.0007348839,0.0000322841,0.000586951,0.6354622],"study_design_scores_gemma":[0.01746751,0.01877575,0.9046925,0.001226675,0.009540288,0.00003209517,0.0189026,0.009396488,0.01737726,0.000333335,0.00125673,0.0009987829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221935,0.0002567543,0.005750948,0.0002920831,0.0004034287,0.1707267,0.00004864782,0.0002851301,0.00004283731],"genre_scores_gemma":[0.9090519,2.444869e-7,0.005749569,0.0001736011,0.0001305811,0.08454967,0.0002833983,0.00005957809,0.000001474683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6344634,"threshold_uncertainty_score":0.8295703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08252723432008494,"score_gpt":0.4764206847935948,"score_spread":0.3938934504735099,"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."}}