{"id":"W4414394322","doi":"10.1002/ehf2.15416","title":"Geographic Region Variation in Patient Characteristics, Clinical Outcomes and Treatment of HFrEF in the VICTORIA Trial","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Duke Clinical Research Institute; Bayer","keywords":"Geographic variation; Variation (astronomy); Clinical trial; MEDLINE; Regional variation","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":[0.0004039971,0.0001548789,0.0005194916,0.0002680304,0.00003429637,0.00001644746,0.00003956672,0.0001255509,0.00001397709],"category_scores_gemma":[0.0001335316,0.00009591308,0.0001349704,0.000292672,0.00005091339,0.00004591987,0.00002209519,0.0001228667,0.00000440183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007010245,"about_ca_system_score_gemma":0.00006920887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895237,"about_ca_topic_score_gemma":0.0004967682,"domain_scores_codex":[0.9985188,0.0002448623,0.0006187926,0.0002593415,0.0001748282,0.0001833835],"domain_scores_gemma":[0.999256,0.0002614107,0.00008105604,0.0003207894,0.000034884,0.00004588397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002399099,0.001655655,0.9842681,0.00003631259,0.0001084999,0.00005306748,0.0009691339,2.423587e-7,0.00001860411,0.0009831623,0.002203499,0.007304628],"study_design_scores_gemma":[0.02109295,0.001443259,0.8435998,0.00008447238,0.0001047338,0.0000027356,0.0001562718,0.00001804057,0.00000638905,0.00008461808,0.1333464,0.00006029997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620992,0.00007048827,0.00001516421,0.0355088,0.0003789819,0.001795093,0.000003025788,0.00001717289,0.0001120949],"genre_scores_gemma":[0.9982553,0.0001590726,0.0006866381,0.0004882545,0.0001017123,0.0001303976,0.00002525692,0.000006809313,0.0001465668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406683,"threshold_uncertainty_score":0.3911222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233827964044005,"score_gpt":0.3145822220862646,"score_spread":0.2911994256818641,"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."}}