{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05526407,0.0001238026,0.0007181069,0.0002206429,0.0004075678,0.0001242018,0.0003153856,0.0003633349,0.0001552586],"category_scores_gemma":[0.04920135,0.00009520618,0.0003016593,0.0003637836,0.001245931,0.0002683972,0.0001186366,0.0002431694,7.981448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032503,"about_ca_system_score_gemma":0.001236093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001848671,"about_ca_topic_score_gemma":0.0006721818,"domain_scores_codex":[0.9901746,0.00660756,0.0008684997,0.0005215322,0.001456736,0.0003710619],"domain_scores_gemma":[0.9914704,0.001758416,0.0002948684,0.0003293355,0.006065128,0.00008183721],"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":[0.9424191,0.002474353,0.00003123277,0.0002574907,0.00007031433,4.454008e-7,0.0003826958,0.000002480876,0.001297027,0.02537134,0.0004112397,0.02728233],"study_design_scores_gemma":[0.8926847,0.001367365,0.00001894626,0.0003671447,0.00001850499,5.378752e-7,0.0005338704,0.004800565,0.004141724,0.09137415,0.004600843,0.00009167482],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01093009,0.00000214579,0.003919345,0.001423424,0.00001250165,0.9834609,0.00001608398,0.00009613994,0.0001393857],"genre_scores_gemma":[0.0205228,1.472173e-7,0.003591039,0.00000570785,0.000158359,0.9755141,0.00001626601,0.00001126808,0.0001803721],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06600281,"threshold_uncertainty_score":0.9728044,"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."}}