{"id":"W3164957020","doi":"10.1093/geront/gnab071","title":"Assessing What Matters Most in Older Adults With Multicomplexity","year":2021,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Psychology; Gerontology; Medicine","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":[0.005018911,0.000373966,0.0004732769,0.001219912,0.0007133958,0.0009575151,0.0004405655,0.0007114446,0.001085796],"category_scores_gemma":[0.02084312,0.0001468795,0.0005189884,0.0007712583,0.0008331461,0.001591695,0.002070179,0.0006358045,0.0001636868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009447068,"about_ca_system_score_gemma":0.001789136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484308,"about_ca_topic_score_gemma":0.008801224,"domain_scores_codex":[0.9977319,0.0008939001,0.0005928819,0.0001810823,0.0004148063,0.0001852533],"domain_scores_gemma":[0.9882853,0.003708753,0.00493887,0.0003434207,0.001791754,0.0009319892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001890141,0.0002788194,0.8770775,0.001245528,0.0001764333,0.0004135977,0.02416466,0.0002337813,0.0007099657,0.0004735278,0.002796739,0.0922404],"study_design_scores_gemma":[0.00003925398,0.000821838,0.9465531,0.001385993,0.0001322941,0.001685167,0.03892145,0.0006789453,0.0008515661,0.0028601,0.005996827,0.0000736465],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947968,0.001075632,0.0004780719,0.0009376038,0.00003450825,0.0001118443,0.0002557739,0.00001240348,0.0022974],"genre_scores_gemma":[0.9957937,0.0006387027,0.002658403,0.0003857257,0.00002063998,0.0001127887,0.0002009372,0.000002460233,0.0001865878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005018911,"threshold_uncertainty_score":0.02654284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281541424920717,"score_gpt":0.3468792207602701,"score_spread":0.2840638065110629,"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."}}