{"id":"W4387766299","doi":"10.2196/50870","title":"A Mobile Intervention Designed Specifically for Older Adults With Frailty to Support Healthy Eating: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Physical therapy; Intervention (counseling); Gerontology; mHealth; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002590621,0.001860801,0.002560253,0.0007444481,0.0008039353,0.001025041,0.001007341,0.002534139,0.008815883],"category_scores_gemma":[0.005132014,0.0006349878,0.002458841,0.0005509334,0.001160994,0.001069513,0.0008741307,0.002259015,0.0007914444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009198835,"about_ca_system_score_gemma":0.002323986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002683024,"about_ca_topic_score_gemma":0.004583399,"domain_scores_codex":[0.9987183,0.0006339911,0.0001398303,0.0001957192,0.0001142391,0.0001980336],"domain_scores_gemma":[0.9982923,0.0006598475,0.0003630765,0.0001125152,0.0001808125,0.000391466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9313674,0.03242654,0.0008710626,0.003610857,0.002043053,0.00009707156,0.0001715988,0.0002662099,0.001107745,0.0001784728,0.001354292,0.02650579],"study_design_scores_gemma":[0.9385078,0.05878301,0.001348786,0.0001191036,0.0004980513,0.00001322541,0.00003150894,0.0001379188,0.0001082857,0.00006253412,0.0003824191,0.000007268049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902673,0.005225708,0.001993915,0.001472664,0.001736857,0.09355101,0.002301139,0.0003592529,0.003092277],"genre_scores_gemma":[0.8194807,0.003491745,0.007675845,0.001812131,0.0008502599,0.1622811,0.001007777,0.00002469655,0.003375689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008815883,"threshold_uncertainty_score":0.02949208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08798020606163622,"score_gpt":0.4384424145672305,"score_spread":0.3504622085055943,"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."}}