{"id":"W3159977488","doi":"10.1155/2021/5572764","title":"Strategies to Locate Lost Persons with Dementia: A Case Study of Ontario First Responders","year":2021,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; University of Waterloo","funders":"Mitacs; Alzheimer Society","keywords":"Dementia; General partnership; Medicine; Guideline; Medical education; Public relations; Gerontology; Disease; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528264,0.0000942181,0.0004164322,0.0003740526,0.0008582447,0.00006337819,0.000199932,0.00006727268,0.0004106493],"category_scores_gemma":[0.0001330761,0.00007074619,0.00004971385,0.0006835028,0.00006751407,0.0001985209,0.0001642749,0.001325503,0.00001460831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005119776,"about_ca_system_score_gemma":0.008316639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.119645,"about_ca_topic_score_gemma":0.8519853,"domain_scores_codex":[0.9970889,0.000892252,0.0004921472,0.0001547171,0.0009199217,0.0004520403],"domain_scores_gemma":[0.9967901,0.0005066166,0.0001909615,0.0002152356,0.002068626,0.0002284853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002980944,0.0006862718,0.3092933,0.000257228,0.0003799983,0.01320229,0.6743437,0.0001352996,0.00009346141,0.0001569417,0.000659681,0.000493771],"study_design_scores_gemma":[0.0009742461,0.0009837829,0.01879367,0.0006567505,0.00005340496,0.00006619831,0.9753572,0.00000251209,0.00005192717,0.00006431773,0.002924438,0.00007156051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953566,0.0004670687,0.00005068293,0.001053561,0.000126163,0.0003269226,0.000001817249,0.000004216041,0.002612959],"genre_scores_gemma":[0.9970064,0.00002754939,0.0002542516,0.00002346665,0.0001368239,0.00001055558,3.422602e-7,0.00001758507,0.002523078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7323403,"threshold_uncertainty_score":0.9973053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2179804475097216,"score_gpt":0.5035403011654417,"score_spread":0.2855598536557201,"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."}}