{"id":"W4404417103","doi":"10.1007/978-3-031-65742-9_35","title":"Looking to the Future of Older Adults as Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Gerontology; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928921,0.0003041136,0.0001794585,0.000156429,0.001485067,0.004239159,0.0009674093,0.002066745,0.01529038],"category_scores_gemma":[0.003855675,0.0001367839,0.0002946277,0.0001471869,0.00137204,0.003331527,0.002676157,0.002644821,0.001863044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078242,"about_ca_system_score_gemma":0.002029043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150678,"about_ca_topic_score_gemma":0.003964701,"domain_scores_codex":[0.9992568,0.0005398942,0.000009737486,0.0000440468,0.00007816374,0.00007131251],"domain_scores_gemma":[0.9986863,0.0005012235,0.00004572335,0.0000507306,0.0001121972,0.0006039217],"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":[0.0003274966,0.001360707,0.00554822,0.0003968798,0.00002183603,0.0009183598,0.06690911,0.002770484,0.002605726,0.2476726,0.314904,0.3565646],"study_design_scores_gemma":[0.00005405717,0.0005127218,0.003201253,0.000791638,0.0000155158,0.001031731,0.06313598,0.003145643,0.001237959,0.09501417,0.831808,0.00005137434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1881032,0.02017514,0.03265099,0.1584997,0.006573878,0.0002094704,0.0001485559,0.0005026094,0.5931364],"genre_scores_gemma":[0.5902364,0.01151677,0.0204889,0.01719106,0.0004918596,0.0002901767,0.0002044139,0.0001338195,0.3594466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01529038,"threshold_uncertainty_score":0.05115139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07766408261597162,"score_gpt":0.4257554289565527,"score_spread":0.348091346340581,"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."}}