{"id":"W4308512631","doi":"10.5334/ijic.icic22189","title":"Patient navigation for people with dementia, their caregivers, and the care team: A needs assessment","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Dementia; 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":[0.004879222,0.0003701023,0.0006853519,0.001695405,0.002625891,0.001483572,0.0007866439,0.001239275,0.002001081],"category_scores_gemma":[0.01456655,0.000393834,0.0009405162,0.001133084,0.0004617291,0.003204504,0.003542808,0.001833328,0.0003203346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764151,"about_ca_system_score_gemma":0.008685908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009691725,"about_ca_topic_score_gemma":0.03387118,"domain_scores_codex":[0.9979519,0.0008643758,0.0002895018,0.00007337216,0.0005187445,0.0003020738],"domain_scores_gemma":[0.9959268,0.0008479774,0.0006527887,0.00008099375,0.001145938,0.00134548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000557391,0.00474736,0.4748045,0.002443855,0.0001991337,0.001429181,0.1238119,0.0004425121,0.0003620952,0.0007687996,0.02681005,0.3636233],"study_design_scores_gemma":[0.0002761122,0.005218746,0.6524889,0.00350791,0.0002417127,0.002249157,0.3106624,0.00200299,0.0002648441,0.001352178,0.02152647,0.0002085624],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854036,0.001097655,0.000407214,0.007838988,0.00009603722,0.001055987,0.0003721118,0.00003247619,0.003695984],"genre_scores_gemma":[0.9853329,0.003489163,0.005457812,0.001313447,0.00005369559,0.002045437,0.0006943688,0.00001156203,0.001601752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009691725,"threshold_uncertainty_score":0.0258041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428693063580677,"score_gpt":0.3592693334152008,"score_spread":0.344982402779394,"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."}}