{"id":"W2964842295","doi":"10.1186/s12872-019-1164-6","title":"Functional aging in health and heart failure: the COmPLETE Study","year":2019,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Masimo; National Science Foundation","keywords":"Angiology; Medicine; Heart failure; Cardiac surgery; Vascular surgery; Cardiology; Internal medicine","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":[0.00150313,0.0002156663,0.0006965761,0.0001810798,0.0001546495,0.00003906814,0.00006756351,0.00005827154,0.00009314171],"category_scores_gemma":[0.00006291838,0.0001534228,0.00111103,0.0004266927,0.00007896942,0.00007507922,0.00007560095,0.0003394513,0.0001010614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009424882,"about_ca_system_score_gemma":0.0001803517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093707,"about_ca_topic_score_gemma":0.0008442272,"domain_scores_codex":[0.9976476,0.0004431593,0.0003139363,0.000510673,0.0007478179,0.0003367536],"domain_scores_gemma":[0.9988244,0.00008554306,0.00004103532,0.0008457534,0.000041897,0.0001613288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006609717,0.00012229,0.9912377,0.0001254269,0.001143149,0.000002544044,0.0005373993,0.00247992,0.00001120875,0.00004452677,0.0009618176,0.003267897],"study_design_scores_gemma":[0.004256515,0.000151055,0.7773328,0.00003727279,0.0001365103,0.00009441903,0.007667537,0.0001718515,0.000001102538,0.00001378826,0.2099895,0.00014764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797047,0.01321606,0.001721915,0.00187343,0.0005812563,0.002498446,0.000003442412,0.00009296095,0.0003077953],"genre_scores_gemma":[0.9985126,0.000358526,0.0001340236,0.0005839912,0.0001102461,0.00005423513,0.00002470742,0.00003612011,0.0001854985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139049,"threshold_uncertainty_score":0.6256402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845939676009622,"score_gpt":0.2403886607329632,"score_spread":0.2219292639728669,"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."}}