{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007067177,0.0002427385,0.0002304204,0.0005709654,0.0007842638,0.000809896,0.0002274149,0.0002771108,0.002483129],"category_scores_gemma":[0.004329835,0.0001017756,0.0002082461,0.0003970238,0.0008770975,0.0009207377,0.001336503,0.0005228182,0.0001163755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796699,"about_ca_system_score_gemma":0.0005330456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952451,"about_ca_topic_score_gemma":0.006536165,"domain_scores_codex":[0.9995629,0.000193896,0.00003197574,0.00003378561,0.00008179048,0.00009568306],"domain_scores_gemma":[0.9975423,0.000513819,0.0009346234,0.00006542671,0.0001818047,0.0007620553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001362133,0.0003795402,0.9647623,0.00008761402,0.00006930919,0.0003744272,0.00553749,0.00007659114,0.0003207432,0.0007326124,0.0004291965,0.02709406],"study_design_scores_gemma":[0.000005586688,0.0001897274,0.9924672,0.00004255395,0.00002706669,0.0003661754,0.005077212,0.0001093238,0.00007002083,0.0005299535,0.001107809,0.000007244882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964254,0.0006738502,0.00006904887,0.000347693,0.00001028984,0.000009104716,0.00003716884,0.000001875554,0.002425442],"genre_scores_gemma":[0.9995969,0.0001871593,0.00003725298,0.0000255728,0.000009346006,0.000002571713,0.00001753282,4.541119e-7,0.0001232197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002483129,"threshold_uncertainty_score":0.008306921,"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."}}