{"id":"W4308687182","doi":"10.2196/39185","title":"Lessons Learned From the SoBeezy Program for Older Adults During the COVID-19 Pandemic: Experimentation and Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Psychological intervention; Coronavirus disease 2019 (COVID-19); Psychology; Intervention (counseling); Gerontology; Pandemic; Medicine; Medical education; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005948998,0.00008855217,0.00009524562,0.000104204,0.005982168,0.0001560674,0.0005453237,0.00007551927,0.0002117804],"category_scores_gemma":[0.0009923547,0.00005926906,0.0000438225,0.0005650979,0.0007657731,0.0003142232,0.0003600737,0.0005559812,0.000007641619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073422,"about_ca_system_score_gemma":0.0004095656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184288,"about_ca_topic_score_gemma":0.002062393,"domain_scores_codex":[0.9957526,0.00202474,0.0001850805,0.0002863329,0.001285459,0.0004657527],"domain_scores_gemma":[0.9976357,0.001649528,0.000103287,0.0002569604,0.0002661823,0.000088371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002727777,0.0001932641,0.007126018,0.00002981163,0.00004683917,6.801673e-7,0.7600814,0.00002241418,0.0003284547,0.003236182,0.005650952,0.2230112],"study_design_scores_gemma":[0.004054005,0.0003236555,0.09104311,0.00002781014,0.00001602818,0.000003369285,0.8042532,0.003329044,0.0004309567,0.01501194,0.08130237,0.0002045432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543743,0.0003299261,0.00007454248,0.03917821,0.00007783843,0.005434037,0.00007149918,0.0001658066,0.0002938663],"genre_scores_gemma":[0.9850209,0.0001075836,0.00006855481,0.0001868159,0.00007551697,0.01433382,0.00004120917,0.00001146635,0.0001541767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228066,"threshold_uncertainty_score":0.9953119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2283523023679807,"score_gpt":0.5340321007888418,"score_spread":0.3056797984208611,"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."}}