{"id":"W7114791095","doi":"10.1177/10497315251404932","title":"Online Single-Session Intervention to Foster Connection in Older Adults: Pilot Trial","year":2025,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Custom Security Industries (Canada)","funders":"","keywords":"Closeness; Pilot trial; Intervention (counseling); Randomized controlled trial; Psychological intervention; Disconnection; Interpersonal communication; Mental health","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":[0.002010486,0.001208726,0.001901699,0.0006106159,0.0009487388,0.0008020041,0.0009815341,0.001975673,0.010632],"category_scores_gemma":[0.003515413,0.0004521904,0.00170246,0.0004645499,0.0008574896,0.001019743,0.0009439115,0.002029564,0.001007595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225241,"about_ca_system_score_gemma":0.001962623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218286,"about_ca_topic_score_gemma":0.004315116,"domain_scores_codex":[0.9990357,0.0004603485,0.0001025841,0.0001580439,0.00007801702,0.0001653221],"domain_scores_gemma":[0.9981475,0.0005664678,0.0003218496,0.0001353128,0.0001550074,0.0006737957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7591069,0.1447664,0.002210437,0.00384377,0.00168457,0.0001526896,0.0003668477,0.0004376447,0.002119172,0.0001645368,0.001991967,0.08315505],"study_design_scores_gemma":[0.7807808,0.2125847,0.004450663,0.0002285529,0.0004325247,0.00003200792,0.0001525161,0.0002986718,0.0002823806,0.0001402325,0.0006026278,0.00001427205],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610491,0.002156868,0.0009483567,0.0007656123,0.0006198132,0.03141087,0.001106587,0.000230866,0.001711947],"genre_scores_gemma":[0.9224766,0.001900494,0.005180767,0.0008737905,0.0005697221,0.06617928,0.0005657836,0.00001778539,0.002235751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010632,"threshold_uncertainty_score":0.03556758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2587193802849168,"score_gpt":0.5633692739641346,"score_spread":0.3046498936792179,"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."}}