{"id":"W2946976934","doi":"10.1159/000497800","title":"Technology and Dementia: The Future is Now","year":2019,"lang":"en","type":"review","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Dementia; Psychology; Alzheimer's disease; Medicine; Neuroscience; Disease; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004064457,0.0007005668,0.001445653,0.0009871263,0.0003808075,0.0001420359,0.000218809,0.0004836105,0.0008160076],"category_scores_gemma":[0.00005966878,0.0004635315,0.0004327195,0.001437035,0.0004348104,0.0001085392,0.0005006723,0.000830161,0.0002212004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002632026,"about_ca_system_score_gemma":0.0003048553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000748709,"about_ca_topic_score_gemma":0.00001859794,"domain_scores_codex":[0.9969444,0.000193438,0.000597915,0.001019307,0.0005096457,0.0007353122],"domain_scores_gemma":[0.9986534,0.0002321742,0.0003158184,0.0003651902,0.0002464202,0.0001870724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004359962,0.0001557082,0.01168566,0.007011201,0.00354179,0.00001766547,0.00006688807,9.374401e-10,3.985296e-7,0.0001357243,0.002148592,0.9751928],"study_design_scores_gemma":[0.00208447,0.0005025036,0.004884995,0.001812126,0.01944549,0.000105167,0.001214026,0.000003029373,0.000001752073,0.0002947173,0.9691635,0.0004881943],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009350107,0.9893194,0.0001291017,0.001773059,0.0003120091,0.003809485,0.0001280571,0.00006174346,0.003532162],"genre_scores_gemma":[0.002389082,0.9943643,0.00003542917,0.0005208401,0.0002602902,0.0005186881,0.0002796493,0.00007982097,0.00155194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747046,"threshold_uncertainty_score":0.9997817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267299711106325,"score_gpt":0.3155196515783908,"score_spread":0.3028466544673276,"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."}}