{"id":"W4405967834","doi":"10.1093/geroni/igae098.3658","title":"FEASIBILITY OF RECRUITING PEOPLE WITH MILD COGNITIVE IMPAIRMENT IN THE CONTEXT OF HEART FAILURE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Cognitive impairment; Heart failure; Cognition; Medicine; Psychology; Internal medicine; Psychiatry; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07019145,0.0007920408,0.0007898397,0.001215598,0.005868999,0.002857452,0.002558033,0.00376453,0.01243876],"category_scores_gemma":[0.0615546,0.001032559,0.001589166,0.0005009715,0.001074626,0.002262707,0.004334477,0.002388529,0.006033119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188178,"about_ca_system_score_gemma":0.009617101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00361375,"about_ca_topic_score_gemma":0.006728369,"domain_scores_codex":[0.9627264,0.02816821,0.002104307,0.00141531,0.002062011,0.003523718],"domain_scores_gemma":[0.9794207,0.00598898,0.001641423,0.002657766,0.004362067,0.005929005],"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":[0.04156223,0.06442346,0.3082832,0.004002043,0.000511589,0.004906797,0.05001602,0.001522748,0.01217953,0.004988702,0.05999536,0.4476083],"study_design_scores_gemma":[0.05228871,0.2361509,0.4678828,0.006485552,0.001176194,0.003328156,0.05088595,0.01199217,0.007417379,0.01314133,0.1485886,0.0006623861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6639435,0.000733633,0.01913786,0.01972621,0.002353257,0.2654083,0.002295718,0.0004237867,0.02597789],"genre_scores_gemma":[0.6169908,0.0005475918,0.03686314,0.01403771,0.0008727478,0.3262114,0.0006707185,0.00004971906,0.003756166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07019145,"threshold_uncertainty_score":0.3712123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693055948487593,"score_gpt":0.3309938203112211,"score_spread":0.2940632608263452,"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."}}