{"id":"W4416077270","doi":"10.1371/journal.pone.0336566","title":"Establishing a dementia care competency framework for care partners, health and social care providers: A modified Delphi study protocol","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; University of Toronto; Toronto Metropolitan University; Dalhousie University; University Health Network; Ontario Tech University; Impact","funders":"","keywords":"Delphi method; Dementia; Protocol (science); Health care; Likert scale; Delphi; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0949945,0.003160799,0.002524715,0.004338576,0.005388223,0.003494165,0.005378368,0.003998927,0.07021238],"category_scores_gemma":[0.05981081,0.003854558,0.003267366,0.003466224,0.00345113,0.003803699,0.00581367,0.00780467,0.01672964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00609253,"about_ca_system_score_gemma":0.03091293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004250778,"about_ca_topic_score_gemma":0.008304268,"domain_scores_codex":[0.9552141,0.03042716,0.005250433,0.002427709,0.003706998,0.002973565],"domain_scores_gemma":[0.9565446,0.01772229,0.002477072,0.005233973,0.01516818,0.002854019],"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":[0.03731871,0.02478968,0.007875391,0.05483042,0.0005214642,0.005289867,0.1144029,0.01361299,0.02005217,0.05496385,0.1776148,0.4887277],"study_design_scores_gemma":[0.05372527,0.02450677,0.02918414,0.02990043,0.0004730589,0.001711337,0.07354698,0.01489444,0.0117396,0.04880702,0.7103783,0.00113261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001961051,0.00005137522,0.006036459,0.0002256028,0.00008207646,0.9897472,0.0006403394,0.00004484818,0.00121111],"genre_scores_gemma":[0.0008907262,0.00005566627,0.00656903,0.00008529363,0.00001113444,0.9919103,0.0001445871,0.000004339191,0.0003289675],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0949945,"threshold_uncertainty_score":0.5023849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237770905887995,"score_gpt":0.4084907890277535,"score_spread":0.3261130799688736,"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."}}