{"id":"W3035128203","doi":"","title":"Social isolation of elderly people: Between a desire for social disengagement and a concrete need for assistance","year":2016,"lang":"en","type":"article","venue":"Gerontologie et societe","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social isolation; Disengagement theory; Isolation (microbiology); Context (archaeology); Psychology; Social psychology; Social environment; Sociology; Gerontology; Medicine; Geography; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352288,0.000291131,0.0003837129,0.000943283,0.004518612,0.002556389,0.0003783337,0.0006310299,0.001227431],"category_scores_gemma":[0.003732953,0.0001987364,0.0003399654,0.0008317925,0.004725229,0.001023453,0.004527091,0.001499727,0.0001016299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002809106,"about_ca_system_score_gemma":0.004237809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08244856,"about_ca_topic_score_gemma":0.1761685,"domain_scores_codex":[0.9987212,0.0004320657,0.00007091819,0.00006497351,0.0003492041,0.0003616212],"domain_scores_gemma":[0.9974935,0.0005484832,0.0006691947,0.00007074905,0.0004128447,0.000805222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002163531,0.0002091392,0.4139952,0.000254319,0.00009128237,0.001171988,0.5588811,0.0000615766,0.001366368,0.001224854,0.0008324591,0.02169526],"study_design_scores_gemma":[0.00000957006,0.00016611,0.4053025,0.00009658812,0.00003435741,0.0006040103,0.5897877,0.00004533276,0.0001444208,0.0003699259,0.00340466,0.00003493796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962102,0.0003384121,0.00006929185,0.0003737008,0.000009750683,0.00001035989,0.00001342168,0.000001909556,0.002972997],"genre_scores_gemma":[0.9995548,0.000141286,0.00002663109,0.00006887425,0.000004328889,0.000004874747,0.000008208029,6.523464e-7,0.0001903962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08244856,"threshold_uncertainty_score":0.1639373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716357735738247,"score_gpt":0.4581427868662074,"score_spread":0.2865070132923827,"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."}}