{"id":"W6996116122","doi":"","title":"Redefining Residence: An Alternative Memory Care Environment for single, childless persons with Alzheimer's Disease","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Variety (cybernetics); Aging in place; Social isolation; Dementia; Isolation (microbiology); Disease; Practicum; Social support","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":[0.0007776702,0.0002469014,0.0001140961,0.0002433648,0.001225236,0.00127939,0.0008717855,0.0005325244,0.006211653],"category_scores_gemma":[0.0007951842,0.0001126468,0.0003021623,0.0001426014,0.0006461885,0.0006230851,0.00170468,0.0005063718,0.0008173274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544888,"about_ca_system_score_gemma":0.001840086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134029,"about_ca_topic_score_gemma":0.007705959,"domain_scores_codex":[0.9996448,0.0002128763,0.00001100328,0.00002458994,0.00005216584,0.00005455553],"domain_scores_gemma":[0.9997428,0.00005472508,0.00002618454,0.00002040594,0.00005171927,0.0001040845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006071769,0.003768108,0.01533667,0.002226065,0.00006016781,0.001636722,0.0973856,0.002106099,0.0304496,0.02952695,0.03977843,0.7771184],"study_design_scores_gemma":[0.0004972212,0.008819527,0.05009459,0.001518277,0.0003454491,0.002192705,0.1584929,0.003923343,0.01073005,0.01031254,0.7529324,0.000140901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8206754,0.001421771,0.0553033,0.005864279,0.0004556818,0.001633686,0.0002765624,0.0006217435,0.1137476],"genre_scores_gemma":[0.7997164,0.001610099,0.1445786,0.001168252,0.00005495782,0.001309379,0.0001551485,0.00007343846,0.05133382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006211653,"threshold_uncertainty_score":0.02078009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882302397732713,"score_gpt":0.2586682010365906,"score_spread":0.2298451770592634,"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."}}