{"id":"W4307384222","doi":"10.1093/eurpub/ckac129.291","title":"Life expectancy in multimorbid older adults: Why it matters for preventive care","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Life expectancy; Medicine; Psychological intervention; Intervention (counseling); Gerontology; Expectancy theory; Health care; Population; Population ageing; Psychology; Nursing; Environmental health","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":[0.0197621,0.0002787494,0.0009978642,0.0008953302,0.0005894675,0.002109119,0.0006310341,0.002376756,0.0019525],"category_scores_gemma":[0.1158792,0.0002450183,0.0006556361,0.001036366,0.001145424,0.00309476,0.0009667999,0.002904018,0.0002968886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335197,"about_ca_system_score_gemma":0.001671271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004979944,"about_ca_topic_score_gemma":0.005770992,"domain_scores_codex":[0.9953117,0.002915856,0.0004708714,0.0003003941,0.0008035591,0.0001975956],"domain_scores_gemma":[0.9440372,0.03864215,0.007955292,0.001487788,0.005275843,0.002601601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006856011,0.0002223974,0.4598943,0.002313481,0.0007968943,0.0002203277,0.002731358,0.001086896,0.0003587851,0.009815561,0.03400833,0.4878661],"study_design_scores_gemma":[0.0001773209,0.001504803,0.844635,0.0169942,0.001559238,0.001222213,0.005485446,0.009224454,0.0007929523,0.06237328,0.05579768,0.0002335163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1994188,0.2573141,0.006661352,0.5270881,0.003264086,0.00007354048,0.0006692995,0.000114375,0.005396313],"genre_scores_gemma":[0.9244149,0.04307167,0.003112313,0.02364977,0.004891218,0.00007643522,0.0001876196,0.00003265568,0.0005634241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0197621,"threshold_uncertainty_score":0.1045132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625258276188765,"score_gpt":0.3415668355656155,"score_spread":0.279041007946739,"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."}}