{"id":"W4312103091","doi":"10.1093/geroni/igac059.2625","title":"COGNITIVELY ENGAGING SOLITARY ACTIVITIES: ANOTHER LAYER OF PROTECTION AGAINST LONELINESS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Psychology; Disadvantaged; Social engagement; Population; Stressor; Developmental psychology; Coping (psychology); Gerontology; Social psychology; Clinical psychology; Medicine; Sociology; Political science; Environmental 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":[0.0009820566,0.0002494703,0.0003281182,0.0005578184,0.001141877,0.001706333,0.0004924273,0.0005013394,0.007905907],"category_scores_gemma":[0.005846927,0.0001183038,0.0003855742,0.0004195851,0.001122784,0.001053697,0.002347738,0.0005170669,0.0004091111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873869,"about_ca_system_score_gemma":0.0009643022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196729,"about_ca_topic_score_gemma":0.006086743,"domain_scores_codex":[0.9990044,0.0004868988,0.00005533223,0.000110651,0.0001214198,0.0002211616],"domain_scores_gemma":[0.996829,0.0009053182,0.000976016,0.0002835369,0.0002567607,0.0007494609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00042269,0.001195589,0.5546508,0.001607376,0.0007201601,0.0007460339,0.03442098,0.0006208592,0.005188422,0.01930739,0.006633661,0.3744861],"study_design_scores_gemma":[0.00003070918,0.0006145198,0.943781,0.0008499683,0.0002559626,0.0004555714,0.01582838,0.0005868349,0.0009494841,0.01029933,0.02629151,0.00005675371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643251,0.001119688,0.00276341,0.001790055,0.00007422178,0.00005341795,0.0002676921,0.00004809635,0.02955835],"genre_scores_gemma":[0.9975581,0.000298015,0.00108503,0.0001468879,0.00002788412,0.00002284852,0.00006532151,0.000003939789,0.0007919371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007905907,"threshold_uncertainty_score":0.02644789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07343222347028389,"score_gpt":0.3548933543270192,"score_spread":0.2814611308567353,"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."}}