{"id":"W4308213293","doi":"10.4017/gt.2022.21.s.737.pp3","title":"Technologies for health and wellness in later life","year":2022,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"AGE-WELL","keywords":"Risk analysis (engineering); Psychology; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007339872,0.0001205384,0.0002849713,0.0005485589,0.0007773232,0.00001361216,0.0006024795,0.0002984755,0.00003079251],"category_scores_gemma":[0.0006534947,0.0001353024,0.00003091748,0.0005600807,0.0008451458,0.00007824562,0.0004904142,0.0004845433,0.000004732028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373187,"about_ca_system_score_gemma":0.0002678478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004331021,"about_ca_topic_score_gemma":0.00569177,"domain_scores_codex":[0.9984194,0.0001115511,0.0002572725,0.0004155118,0.0001425805,0.0006536563],"domain_scores_gemma":[0.9994006,0.0001120379,0.000110559,0.0003067108,0.00001919076,0.00005087768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001496156,0.0002510557,0.04621879,0.00005887252,0.00004199485,0.00002840817,0.01652732,0.00001095492,0.0001634505,0.4627739,0.01922643,0.4545492],"study_design_scores_gemma":[0.001489588,0.0005525152,0.0008360185,0.00001695077,0.00000478111,0.00001859607,0.1201781,0.00004919547,0.0005640098,0.07539045,0.8005524,0.0003473674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6960697,0.004003475,0.0006875144,0.2937135,0.0004346661,0.001337061,0.00002917833,0.003123123,0.000601867],"genre_scores_gemma":[0.9966452,0.0002855781,0.00107489,0.0009199964,0.00001250273,0.00077649,0.000004126247,0.00001659576,0.0002645942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.781326,"threshold_uncertainty_score":0.597862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314013223350049,"score_gpt":0.3107121890731295,"score_spread":0.2875720568396291,"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."}}