{"id":"W2990557099","doi":"10.31372/20190403.1057","title":"It’s a Matter of Perspective: The Role of Aging Expectations and Self-Efficacy Towards Engagement in Healthy Lifestyles Among Older Adults","year":2019,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commission on Higher Education","keywords":"Perspective (graphical); Healthy aging; Psychology; Gerontology; Developmental psychology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000726585,0.0001321751,0.0002676818,0.0002854027,0.0001751122,0.00003389082,0.0001798313,0.00008972142,0.000368229],"category_scores_gemma":[0.00002571713,0.00009715766,0.0000713789,0.0001853653,0.0002096649,0.00009051739,0.00002119086,0.0006544787,0.00002361687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009087983,"about_ca_system_score_gemma":0.00008548536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129979,"about_ca_topic_score_gemma":0.00003728554,"domain_scores_codex":[0.998197,0.0005748645,0.0003735188,0.0002436946,0.0002344483,0.0003764906],"domain_scores_gemma":[0.9991665,0.0001846626,0.0002120636,0.0002411755,0.00012061,0.00007493962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003066646,0.0009375325,0.3270109,0.00003160436,0.0001367506,0.00001689732,0.6502028,0.000004054883,0.00001266793,0.000600644,0.002546154,0.01819332],"study_design_scores_gemma":[0.001627196,0.0002258935,0.6086627,0.0004383768,0.00002292207,0.0001942322,0.3883314,0.00009278712,0.00002389969,0.0002027357,0.00009324083,0.00008465826],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364076,0.002441309,0.00008379898,0.00850048,0.000335759,0.0002928961,0.000004111087,0.00001056262,0.05192346],"genre_scores_gemma":[0.9992955,0.00002895997,0.0001814906,0.00004059112,0.00009044045,0.000008863733,0.00000135843,0.00001659521,0.0003362365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816518,"threshold_uncertainty_score":0.4031849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289640572678912,"score_gpt":0.3383876919321374,"score_spread":0.3254912862053482,"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."}}