{"id":"W4307283821","doi":"10.1186/s12916-022-02596-7","title":"Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Max-Planck-Gesellschaft; European Commission","keywords":"Medicine; National Health and Nutrition Examination Survey; Body mass index; Overweight; Gerontology; Demography; Obesity; Marital status; Population; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006787363,0.0002370502,0.0005216777,0.0001950308,0.0001363798,0.000005653275,0.0001034129,0.00009155597,0.0004398795],"category_scores_gemma":[0.0006475052,0.0001807054,0.00003170601,0.0003336618,0.0005689902,0.0001027048,0.0001054177,0.0005383485,0.000001129459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005915853,"about_ca_system_score_gemma":0.00009576773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007071466,"about_ca_topic_score_gemma":0.0005920336,"domain_scores_codex":[0.99778,0.0001708608,0.0005035956,0.0004751972,0.000799588,0.0002707045],"domain_scores_gemma":[0.9983184,0.0004704395,0.000238356,0.0005829737,0.00009598243,0.0002938332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005809923,0.0001081093,0.9940525,0.0006256055,0.0002358845,0.00008723685,0.002492933,0.00001207738,0.0002928971,0.000113714,0.001238096,0.0001599271],"study_design_scores_gemma":[0.009962549,0.0009539914,0.9828365,0.0007091763,0.0007409205,0.0001584969,0.003205854,0.0009183713,0.00007777015,0.0001172831,0.0001458409,0.0001732509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954725,0.0007961284,0.0004848536,0.001023703,0.0001152307,0.0009515681,0.00002524328,0.00006906359,0.001061746],"genre_scores_gemma":[0.9973068,0.00003925079,0.0006055805,0.0003411003,0.0001198447,0.00008757839,0.0001159613,0.00003775405,0.00134619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121603,"threshold_uncertainty_score":0.7368954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113989793713679,"score_gpt":0.3052668354198935,"score_spread":0.2341269374827567,"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."}}