{"id":"W4200184186","doi":"10.1017/s1041610220003683","title":"Old, alone, and enjoying it: loneliness and solitude in later years","year":2021,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Solitude; Social isolation; Interpersonal relationship","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869117,0.00005673197,0.0001002501,0.00008204726,0.00007810404,0.0001356713,0.00009178252,0.0000708241,0.0001617464],"category_scores_gemma":[0.0002292932,0.00006267391,0.00002038932,0.0001517869,0.00004798234,0.0001548427,0.00004703045,0.00008994431,0.000007462625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004912315,"about_ca_system_score_gemma":0.0000855859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293709,"about_ca_topic_score_gemma":0.004097807,"domain_scores_codex":[0.9991439,0.00005263861,0.0001945403,0.0001895807,0.0002264224,0.0001929339],"domain_scores_gemma":[0.9995919,0.0001381465,0.00003947305,0.00005937512,0.00008093347,0.00009015734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003213993,0.00008652127,0.9347882,0.00005470794,0.00002567188,0.0001080413,0.00844497,0.00001402043,0.00002717468,0.03560225,0.006286074,0.01453021],"study_design_scores_gemma":[0.0006215772,0.000004133255,0.7942041,0.00003810406,0.000004272253,0.000007141094,0.001776333,0.00007849841,0.000008718795,0.003924949,0.1992012,0.0001309529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536474,0.0007481466,0.00008568853,0.03548871,0.001834075,0.00007919864,0.00001659063,0.00001783712,0.008082327],"genre_scores_gemma":[0.9889777,0.003276474,0.0006163366,0.004636231,0.0004465368,0.00000577177,0.000007774601,0.000007179932,0.002026032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1929151,"threshold_uncertainty_score":0.2555768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627667417199659,"score_gpt":0.3734724239580006,"score_spread":0.347195749786004,"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."}}