{"id":"W4414866557","doi":"10.1017/s0714980825100317","title":"Locating Missing Persons with Dementia: Using Knowledge-to-Action Framework for Implementation of Alert Systems","year":2025,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of Waterloo","funders":"Alzheimer Society Research Program; Alzheimer Society; AGE-WELL; Canadian Nurses Foundation","keywords":"Thematic analysis; Information system; Data collection; Service (business); Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.07814433,0.001866069,0.001207025,0.01125709,0.0126527,0.01243807,0.005816142,0.00665378,0.00274536],"category_scores_gemma":[0.04834304,0.0009659096,0.002170793,0.004067102,0.02539416,0.01373653,0.01577035,0.006390488,0.0005419377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03717114,"about_ca_system_score_gemma":0.1019621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05692663,"about_ca_topic_score_gemma":0.09389657,"domain_scores_codex":[0.9323034,0.05505131,0.002878308,0.001912813,0.00424394,0.003610231],"domain_scores_gemma":[0.9392474,0.04541824,0.003551576,0.00201441,0.00576668,0.004001753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008343696,0.0005263731,0.008844521,0.003844207,0.0000792927,0.00176674,0.7720339,0.001804575,0.000885123,0.11569,0.004304515,0.09013724],"study_design_scores_gemma":[0.0001521457,0.000419458,0.007766471,0.009290285,0.0001546515,0.00109962,0.7654016,0.004080133,0.001437756,0.1128879,0.09710684,0.0002031179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2414733,0.007171812,0.4340934,0.1571423,0.0008708106,0.01899401,0.0008184134,0.0008257842,0.1386102],"genre_scores_gemma":[0.6215207,0.002624861,0.3620665,0.003988765,0.00003743871,0.006058769,0.0002703158,0.00005738885,0.003375282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07814433,"threshold_uncertainty_score":0.4132717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818909513144318,"score_gpt":0.3334579259418749,"score_spread":0.3052688308104317,"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."}}