{"id":"W2159255902","doi":"10.1177/0898264308329022","title":"Making Meaningful Connections","year":2008,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sample (material); Scale (ratio); Marital status; Residence; Psychology; Social isolation; Gerontology; Social support; Health care; Population; Medicine; Environmental health; Demography; Sociology; Social psychology; Geography; Psychiatry","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":[0.00338363,0.0005062415,0.0003565863,0.001410207,0.005360491,0.007886043,0.001737801,0.002207862,0.09948777],"category_scores_gemma":[0.0200143,0.0002794,0.0004450905,0.001396122,0.005218927,0.01265774,0.01245248,0.002633821,0.02712673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361911,"about_ca_system_score_gemma":0.003609336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713381,"about_ca_topic_score_gemma":0.003287705,"domain_scores_codex":[0.9957939,0.001910588,0.000172742,0.0006687802,0.0009300279,0.0005238359],"domain_scores_gemma":[0.9915462,0.001931673,0.0008294868,0.001615735,0.001532386,0.002544421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008987671,0.0001493853,0.006600184,0.0003761421,0.00004093446,0.0009852428,0.0379104,0.0002698708,0.001172368,0.4533587,0.2635982,0.2354487],"study_design_scores_gemma":[0.000008200199,0.00003001932,0.00108494,0.000194552,0.00001171578,0.0002594144,0.01179604,0.0001433347,0.0001826448,0.07802304,0.9082523,0.00001385952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02532003,0.001515403,0.02326698,0.03511016,0.002998678,0.0002829284,0.0007633743,0.0007458679,0.9099965],"genre_scores_gemma":[0.6470627,0.003335736,0.02310711,0.009798468,0.001457453,0.0006006893,0.001852133,0.0006851221,0.3121006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09948777,"threshold_uncertainty_score":0.3328198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801487506780723,"score_gpt":0.4480604905753667,"score_spread":0.2679117398972943,"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."}}