{"id":"W7009346555","doi":"","title":"Echocardiographic diversity in Stage B heart failure and its association with physical fitnes","year":2023,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hypertension Canada","funders":"","keywords":"Heart failure; Stage (stratigraphy); Diversity (politics); Association (psychology); Function (biology)","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":[0.0002779471,0.0001098802,0.0003278508,0.0001773937,0.0001132415,0.00002116797,0.00003159427,0.0001011554,0.000005672539],"category_scores_gemma":[0.00005093309,0.00008822523,0.0001316438,0.0005838322,0.00001816124,0.0001147692,0.000109108,0.0002207977,0.00002872023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007136223,"about_ca_system_score_gemma":0.00002563653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009428029,"about_ca_topic_score_gemma":0.00004798402,"domain_scores_codex":[0.9990519,0.00004658398,0.0001000348,0.0002353704,0.0003387912,0.0002273255],"domain_scores_gemma":[0.9996207,0.00007828805,0.00004053587,0.0001238585,0.00005618082,0.00008044291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178606,0.00005927399,0.9890955,0.0001195933,0.0001415898,0.0000293691,0.001129826,0.001072641,0.00502963,0.0001327711,0.0027876,0.0002843501],"study_design_scores_gemma":[0.001879574,0.0001747604,0.9855396,0.0001914944,0.0001271873,0.000007680463,0.0005856254,0.006102968,0.0006796488,0.00008835249,0.004443209,0.0001799653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996469,0.0001059528,0.000006516814,0.002753482,0.00009602522,0.0002123894,0.00002013348,0.00009765788,0.0002388403],"genre_scores_gemma":[0.9988114,0.00006478108,0.0000623329,0.0001254197,0.000207256,0.000005392191,0.00002354815,0.00001455516,0.000685373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005030327,"threshold_uncertainty_score":0.359772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145135733549019,"score_gpt":0.2595972220085264,"score_spread":0.2381458646730362,"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."}}