{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002631256,0.0002977038,0.0002835807,0.003542692,0.00270691,0.00801376,0.000453429,0.001739947,0.0276268],"category_scores_gemma":[0.006295597,0.0001299976,0.000520006,0.004391775,0.004078967,0.01010014,0.00380809,0.001924724,0.003570811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838369,"about_ca_system_score_gemma":0.003833336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533008,"about_ca_topic_score_gemma":0.004998,"domain_scores_codex":[0.9980287,0.0007760051,0.0001183654,0.000193165,0.0006144979,0.0002692206],"domain_scores_gemma":[0.9964471,0.001919912,0.0004045282,0.0002501765,0.0006865485,0.0002915781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006268248,0.0001163801,0.009477914,0.001674025,0.00002658617,0.000396627,0.012442,0.0001992139,0.0007906865,0.4987072,0.07394899,0.4021576],"study_design_scores_gemma":[0.000007688602,0.00008138191,0.01381855,0.003030187,0.00002023433,0.0004525244,0.01735793,0.0001123432,0.0003887775,0.05098289,0.9137293,0.00001808536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04051875,0.06758376,0.008383881,0.1003985,0.001297451,0.0003718833,0.001642582,0.0001838812,0.7796193],"genre_scores_gemma":[0.6589118,0.183994,0.01834872,0.02766214,0.001558951,0.001008087,0.001492838,0.000161906,0.1068616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0276268,"threshold_uncertainty_score":0.09242082,"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."}}