{"id":"W4406549794","doi":"10.1145/3704391.3704399","title":"MemoRecall: A Senior Friendly Web Application for Holistic Intervention of Early Memory Lapses in Geriatric Individuals","year":2024,"lang":"en","type":"article","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Computer science; User Friendly; Human–computer interaction; Psychiatry; Operating system","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":[0.0002961443,0.0006844786,0.0003445044,0.0006809505,0.000129661,0.0003496505,0.0005406989,0.0004158506,0.01106873],"category_scores_gemma":[0.0009117155,0.0001016664,0.0004709615,0.0001846572,0.0001039667,0.0004874216,0.0006114577,0.0002300079,0.00179574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008446786,"about_ca_system_score_gemma":0.0002011341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002222817,"about_ca_topic_score_gemma":0.0006959189,"domain_scores_codex":[0.9999008,0.00002592589,0.000008737667,0.00001857712,0.00002514691,0.00002077113],"domain_scores_gemma":[0.9997084,0.0001320472,0.00003331707,0.00001923992,0.0000325919,0.00007438771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002727703,0.003838976,0.01515609,0.001737296,0.00009903092,0.001257501,0.0007099808,0.0004163767,0.04237023,0.0002327466,0.01940871,0.9120453],"study_design_scores_gemma":[0.005062081,0.04620235,0.593071,0.002424895,0.001645332,0.02181314,0.003697787,0.01710231,0.0771663,0.003199475,0.228051,0.0005642199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061478,0.003368701,0.05633152,0.001109907,0.000324215,0.002050285,0.002875665,0.01257537,0.01521651],"genre_scores_gemma":[0.8600767,0.002739736,0.1047518,0.00108077,0.0003229016,0.002227505,0.002440092,0.0003513963,0.02600921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106873,"threshold_uncertainty_score":0.03702861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199215867452023,"score_gpt":0.3320864488386437,"score_spread":0.3121648620934415,"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."}}