{"id":"W4410069850","doi":"10.1186/s12910-025-01214-4","title":"A balancing act: exploring ethical and legal concerns associated with release of personal information in alert systems for missing persons with dementia","year":2025,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"AGE-WELL","keywords":"Philosophy of medicine; Dementia; Medical law; Psychology; Internet privacy; Medicine; Engineering ethics; Psychiatry; Alternative medicine; Computer science; Engineering","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":[0.07226103,0.0008469179,0.0006022338,0.002013083,0.03276312,0.01318747,0.004072477,0.007210197,0.002714361],"category_scores_gemma":[0.1143536,0.001010019,0.0009821217,0.001533754,0.04136538,0.01616375,0.01333431,0.009666185,0.0003944404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02231441,"about_ca_system_score_gemma":0.03242411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03992314,"about_ca_topic_score_gemma":0.05797522,"domain_scores_codex":[0.8849917,0.09869976,0.002471803,0.002027618,0.007524907,0.004284109],"domain_scores_gemma":[0.8263643,0.1433103,0.01154864,0.00437077,0.008819239,0.005586697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001150733,0.00001726385,0.001033249,0.0001009263,0.000003372508,0.0006181746,0.9902173,0.00002452533,0.0001512196,0.004479684,0.000535792,0.002807001],"study_design_scores_gemma":[0.000004131313,0.00001983722,0.0007256048,0.000363138,0.000007221247,0.0004336798,0.9832683,0.0001610956,0.0001741647,0.001985647,0.01284078,0.00001626678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778887,0.002987261,0.02590444,0.05082772,0.0004679786,0.0008896411,0.00009845668,0.0001037471,0.04083209],"genre_scores_gemma":[0.985388,0.001039424,0.005710125,0.004671514,0.00006224515,0.0002867988,0.0000434716,0.00004689843,0.002751586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07226103,"threshold_uncertainty_score":0.3821574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06992024607551758,"score_gpt":0.3623041906398675,"score_spread":0.2923839445643499,"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."}}