{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1427731,0.004253882,0.005326109,0.005535348,0.006082836,0.004272582,0.00422831,0.006791534,0.04746551],"category_scores_gemma":[0.08939535,0.004093142,0.004871685,0.004000221,0.003154384,0.004552767,0.004642328,0.006922485,0.01027093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009946603,"about_ca_system_score_gemma":0.05809095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414434,"about_ca_topic_score_gemma":0.008172652,"domain_scores_codex":[0.9537256,0.02836814,0.008380618,0.002452134,0.003477698,0.003595732],"domain_scores_gemma":[0.9316729,0.02501252,0.007257314,0.008467128,0.02259327,0.004996778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09468751,0.1199062,0.009737133,0.1164413,0.001241615,0.003325943,0.06537109,0.008050947,0.01076842,0.01579836,0.05737441,0.4972971],"study_design_scores_gemma":[0.3262569,0.1384811,0.0532093,0.07479274,0.00192513,0.0007387683,0.05881973,0.008665172,0.01303556,0.01467996,0.3079965,0.001399138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001566096,0.00003456468,0.00131895,0.00005418577,0.00003814518,0.9965112,0.0002338183,0.00002107572,0.0002220007],"genre_scores_gemma":[0.0005871994,0.00002971522,0.001823435,0.00002373421,0.000005256346,0.9974246,0.00003444174,0.000001419569,0.00007021486],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1427731,"threshold_uncertainty_score":0.7550656,"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."}}