{"id":"W4213303908","doi":"10.1093/geront/gnv281.05","title":"IDENTIFICATION OF RISK FACTORS FOR MORTALITY AND LOW QUALITY OF LIFE SURVIVAL IN FRAIL OLDER WOMEN","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Parkwood Institute","funders":"","keywords":"Identification (biology); Gerontology; Quality of life (healthcare); Medicine; Biology; Nursing","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":[0.003857441,0.0006947774,0.0006447837,0.0008902709,0.000392699,0.0008015221,0.0008891679,0.0005825304,0.01594438],"category_scores_gemma":[0.007921572,0.0002982097,0.003350782,0.001032492,0.0002588012,0.0005694908,0.0009944703,0.001390765,0.0007427534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662674,"about_ca_system_score_gemma":0.002716202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265012,"about_ca_topic_score_gemma":0.01330123,"domain_scores_codex":[0.9993268,0.0003409325,0.00003743121,0.0001107582,0.00005114781,0.0001330026],"domain_scores_gemma":[0.9982956,0.0009836116,0.0001884086,0.000191743,0.0001672999,0.0001733581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006752763,0.0004593177,0.9844803,0.00007286887,0.0006528776,0.0001702748,0.0003540571,0.001506316,0.0001646337,0.0007101383,0.001886747,0.008867059],"study_design_scores_gemma":[0.0003547751,0.001317553,0.928345,0.0001366447,0.001136569,0.0003541696,0.001055536,0.06043679,0.0004381313,0.00319006,0.003203611,0.00003121218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904618,0.0003342189,0.003692551,0.0007523219,0.00007851562,0.0001713708,0.003192388,0.00005407618,0.001262832],"genre_scores_gemma":[0.9936599,0.0001229224,0.001932017,0.00005822081,0.00002164795,0.0003612062,0.002088186,0.000008660818,0.001747157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594438,"threshold_uncertainty_score":0.0533393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694711092250115,"score_gpt":0.4303361713008813,"score_spread":0.2608650620758698,"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."}}