{"id":"W4392523699","doi":"10.2139/ssrn.4740357","title":"Situations Ofvulnerability, Life Satisfaction and Social Support of Older Women and Men: Results from the CLSA","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Life satisfaction; Social support; Psychology; Gerontology; Sociology; Social psychology; Medicine","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":[0.003468514,0.0008090085,0.001386014,0.002376763,0.002239541,0.003054524,0.001658405,0.001822344,0.003809688],"category_scores_gemma":[0.01207182,0.0008073655,0.002747595,0.002891295,0.001186567,0.002648772,0.005654702,0.001786974,0.001150096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344809,"about_ca_system_score_gemma":0.002741865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07069974,"about_ca_topic_score_gemma":0.09471692,"domain_scores_codex":[0.9983485,0.000519204,0.0002658527,0.000214148,0.0002951186,0.0003571133],"domain_scores_gemma":[0.9936783,0.001381276,0.001858014,0.0005387439,0.001261369,0.001282417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087145,0.001826973,0.9770682,0.0001707891,0.0003745615,0.00009195982,0.0109147,0.0001695725,0.0001195559,0.0001551264,0.00130259,0.006718916],"study_design_scores_gemma":[0.00006703093,0.0005885017,0.9822701,0.00005542965,0.00009238339,0.0000344227,0.01514194,0.000135063,0.00005512174,0.00009238358,0.001437989,0.00002975563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977322,0.0000863083,0.00003072705,0.00005872349,0.00001220035,0.00008593616,0.001252946,0.000004053536,0.0007368555],"genre_scores_gemma":[0.9930808,0.0002252386,0.0001597824,0.0001644065,0.00003089569,0.000431575,0.003640775,0.00001241643,0.002254053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07069974,"threshold_uncertainty_score":0.1405765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141725103193709,"score_gpt":0.3267599724898069,"score_spread":0.3053427214578698,"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."}}