{"id":"W4390081793","doi":"10.1093/geroni/igad104.1964","title":"EMBOLDEN: CATALYZING RESEARCH FOR OLDER ADULTS THROUGH CO-DESIGNED MOBILITY-PROMOTING INTERVENTION RESEARCH","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Aging in place; Psychological intervention; Recreation; Mental health; Nursing; Gerontology; Qualitative research; Facilitator; Psychology; Medicine; Applied psychology; Medical education; Social psychology; Sociology; Political science","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":[0.1413829,0.0008810418,0.001594061,0.00215866,0.002275715,0.004834112,0.003063001,0.002454816,0.01346956],"category_scores_gemma":[0.1191864,0.0009022945,0.002212799,0.001492196,0.002423675,0.005987818,0.01448812,0.003430274,0.001539258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293419,"about_ca_system_score_gemma":0.02145896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967505,"about_ca_topic_score_gemma":0.006747814,"domain_scores_codex":[0.8762388,0.1068426,0.004306978,0.004578301,0.005890507,0.002142882],"domain_scores_gemma":[0.871133,0.08713915,0.006653717,0.01722981,0.009759157,0.008085164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005066795,0.00891689,0.01158733,0.02796412,0.001410478,0.0006651219,0.01608086,0.002361803,0.007006011,0.04661774,0.06611425,0.8062086],"study_design_scores_gemma":[0.01481817,0.02107559,0.02631825,0.05753128,0.00313379,0.0008486055,0.02870336,0.004588131,0.0168369,0.05196108,0.773863,0.0003217435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2390082,0.05018658,0.3159506,0.1174275,0.01370434,0.1418121,0.006521054,0.00441137,0.1109783],"genre_scores_gemma":[0.230973,0.01150726,0.6563644,0.01560961,0.0009117145,0.07274748,0.001088305,0.000370637,0.0104275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1413829,"threshold_uncertainty_score":0.747713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.240939509850854,"score_gpt":0.5417531881209786,"score_spread":0.3008136782701246,"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."}}