{"id":"W4234651282","doi":"10.2196/preprints.32473","title":"Voice-Enabled Intelligent Virtual Agents for People With Amnesia: Systematic Review (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amnesia; Dementia; Cognitive impairment; Psychology; Medicine; Cognition; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00587546,0.001092706,0.005331904,0.007324914,0.0006257607,0.002859826,0.001661704,0.00194038,0.01152246],"category_scores_gemma":[0.03131682,0.0006923127,0.005018066,0.008519818,0.0007744232,0.00287847,0.001488161,0.0009417856,0.0007906563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065039,"about_ca_system_score_gemma":0.01004638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005718468,"about_ca_topic_score_gemma":0.01704589,"domain_scores_codex":[0.996026,0.00112119,0.001703713,0.0002763835,0.0007178153,0.0001548846],"domain_scores_gemma":[0.9762666,0.01667514,0.004483583,0.0003783454,0.001926637,0.0002696885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001503224,0.00001223447,0.0002347507,0.9755194,0.002532292,0.00005120593,0.0001412169,0.00002778151,0.000105066,0.0001318361,0.002338351,0.01875566],"study_design_scores_gemma":[0.0002105757,0.0001722605,0.002412307,0.9496472,0.02653271,0.000223402,0.0003086581,0.0000432971,0.0001600438,0.0002007284,0.02006282,0.00002605102],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001292734,0.9957002,0.0001981251,0.0004430369,0.0002777448,0.0006722553,0.0009336122,0.00002069828,0.0004615318],"genre_scores_gemma":[0.01128708,0.984589,0.0006405168,0.0009574449,0.0001680123,0.001536309,0.0004910576,0.000009998033,0.0003205206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01152246,"threshold_uncertainty_score":0.03854638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854399566320871,"score_gpt":0.3248636235631143,"score_spread":0.2863196278999056,"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."}}