{"id":"W4390080369","doi":"10.1093/geroni/igad104.3460","title":"LOVOT ROBOT AS COMPANIONS FOR OLDER ADULTS IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thematic analysis; Focus group; Long-term care; Perception; Qualitative property; Psychology; Exploratory research; Sample (material); Qualitative research; Gerontology; Applied psychology; Nursing; Medicine; Sociology; 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":[0.002401991,0.0003968104,0.0003538273,0.000464615,0.00282525,0.001933284,0.0008268665,0.0005377582,0.003415838],"category_scores_gemma":[0.003633823,0.0001416968,0.0003636492,0.0002454521,0.001089198,0.001083348,0.002364638,0.0004827096,0.0004343056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638326,"about_ca_system_score_gemma":0.002981037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566177,"about_ca_topic_score_gemma":0.05539401,"domain_scores_codex":[0.9987708,0.0006351027,0.0000401909,0.0001210637,0.0002023347,0.0002305008],"domain_scores_gemma":[0.9981285,0.0005389145,0.0002282269,0.00009190919,0.0002816071,0.0007308133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001079206,0.00391023,0.1353924,0.001831784,0.00008841652,0.00191211,0.5737697,0.0003373132,0.006295185,0.002038648,0.01171414,0.2616309],"study_design_scores_gemma":[0.0001658483,0.004179794,0.118059,0.00087211,0.0001640816,0.001066355,0.7632441,0.001161247,0.001890827,0.0008487423,0.1082077,0.0001402038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911238,0.0005076208,0.001408432,0.000406902,0.00004765578,0.00017679,0.00009865057,0.00004703154,0.006183138],"genre_scores_gemma":[0.9916641,0.0004159164,0.003613164,0.0002782543,0.00001646719,0.0001595103,0.00008143447,0.00001048296,0.003760763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566177,"threshold_uncertainty_score":0.03114122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901753906230651,"score_gpt":0.4238502144895366,"score_spread":0.3748326754272301,"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."}}