{"id":"W2789974329","doi":"10.3390/geriatrics3010003","title":"Successful Aging: Illness and Social Connections","year":2018,"lang":"en","type":"article","venue":"Geriatrics","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gerontology; Medicine; Successful aging; Social support; Healthy aging; Scale (ratio); Psychology; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002551789,0.00007687588,0.0001151629,0.0001041395,0.0005453139,0.00003413575,0.0001135952,0.0001271654,0.001191373],"category_scores_gemma":[0.00003104871,0.00007489505,0.00002590755,0.0002180355,0.0002837526,0.00004002185,0.00006089697,0.0001554861,0.0004240315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001480964,"about_ca_system_score_gemma":0.00002511857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189351,"about_ca_topic_score_gemma":0.0001055944,"domain_scores_codex":[0.999159,0.0001033212,0.0001058016,0.0002367349,0.00008576735,0.0003093831],"domain_scores_gemma":[0.9995731,0.00009849002,0.00003661568,0.0001478757,0.00009319596,0.00005077761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002660297,0.0003596847,0.2233602,0.00006895383,0.0003142253,0.0001010407,0.08080522,2.175099e-7,0.0001471519,0.1855812,0.3802066,0.1287895],"study_design_scores_gemma":[0.003327559,0.0005243975,0.2900153,0.000006366374,0.0001363206,0.0003171467,0.02857115,0.00009281148,0.0002297147,0.006156401,0.6696909,0.0009319205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474554,0.0002951301,0.00165116,0.002814693,0.001580734,0.00008789573,0.000009333751,0.0001115108,0.04599413],"genre_scores_gemma":[0.9923694,0.000003321763,0.00008616743,0.000206932,0.001119465,0.00001589153,0.000004700488,0.00001173728,0.006182344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2894843,"threshold_uncertainty_score":0.9997216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844470126512529,"score_gpt":0.3691159284436223,"score_spread":0.330671227178497,"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."}}