{"id":"W4200179932","doi":"10.1093/geroni/igab046.3105","title":"Robotic-assisted virtual care","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Loneliness; Workload; Psychology; Mood; Nursing; Business; Applied psychology; Medical education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009084269,0.0005836734,0.0001998354,0.0004292838,0.0006825397,0.001775978,0.001386154,0.0006499967,0.03125285],"category_scores_gemma":[0.002107623,0.0001901174,0.0005514901,0.0001995376,0.0006189225,0.0008230708,0.003221239,0.0005656815,0.004144968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963174,"about_ca_system_score_gemma":0.001699662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378664,"about_ca_topic_score_gemma":0.005762068,"domain_scores_codex":[0.9992775,0.0003213722,0.00003554378,0.00008769178,0.0001719658,0.0001059398],"domain_scores_gemma":[0.999121,0.0002273168,0.00008063011,0.0001788956,0.0001494065,0.0002428379],"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":[0.0008741108,0.00130602,0.008683687,0.001310296,0.0001378044,0.00160329,0.002506875,0.01954391,0.01051,0.01927877,0.09398362,0.8402617],"study_design_scores_gemma":[0.0008980713,0.003858465,0.02027147,0.001474279,0.000229349,0.007605169,0.003686857,0.07075029,0.01562731,0.02525237,0.8499442,0.0004022468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2846884,0.006527003,0.3139464,0.01028492,0.002423992,0.002221497,0.003332627,0.008321878,0.3682533],"genre_scores_gemma":[0.8411355,0.002143156,0.1008822,0.001479271,0.0002480756,0.001096961,0.001060613,0.000152422,0.05180182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03125285,"threshold_uncertainty_score":0.1045511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191288446131914,"score_gpt":0.3471410759135364,"score_spread":0.3152281914522173,"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."}}