{"id":"W3123294120","doi":"10.2196/23767","title":"Evaluation of an Intergenerational and Technological Intervention for Loneliness: Protocol for a Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; University of Waterloo","funders":"","keywords":"Loneliness; Randomized controlled trial; Social isolation; Intervention (counseling); Quality of life (healthcare); Psychological intervention; Gerontology; Mental health; Psychology; Medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.04706855,0.006656327,0.01125413,0.003296114,0.005801553,0.005320488,0.004733769,0.009767102,0.06995039],"category_scores_gemma":[0.04093228,0.004120681,0.00591582,0.004089215,0.004447402,0.004380354,0.002898742,0.008956423,0.01109191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008534879,"about_ca_system_score_gemma":0.02884601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007815578,"about_ca_topic_score_gemma":0.0134864,"domain_scores_codex":[0.9670665,0.01953956,0.003117603,0.002358848,0.004332765,0.003584587],"domain_scores_gemma":[0.9803186,0.005643656,0.003337418,0.002413921,0.00521482,0.003071693],"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":[0.8489658,0.03909706,0.001119947,0.02558609,0.002455637,0.0003339765,0.0008707401,0.0023303,0.00203887,0.003694185,0.0192237,0.05428374],"study_design_scores_gemma":[0.9498426,0.02757254,0.001631842,0.00228422,0.0006201068,0.00003457322,0.0002009325,0.001259181,0.0005776366,0.001558411,0.01432497,0.00009308464],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008723246,0.00006786661,0.0005288674,0.00008159075,0.0001284734,0.9977317,0.0003082652,0.00003896932,0.000241792],"genre_scores_gemma":[0.0007822442,0.00003826275,0.0008675909,0.00005128948,0.00002025463,0.9980813,0.00003314818,0.000001850159,0.0001239566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06995039,"threshold_uncertainty_score":0.2489253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.407275773630185,"score_gpt":0.6290031898441268,"score_spread":0.2217274162139418,"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."}}