{"id":"W3003872233","doi":"10.1007/s00392-019-01588-7","title":"Geographical differences in heart failure characteristics and treatment across Europe: results from the BIOSTAT-CHF study","year":2020,"lang":"en","type":"article","venue":"Clinical Research in Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"European Commission","keywords":"Medicine; Heart failure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002065895,0.0005585337,0.000972077,0.001369695,0.0004880029,0.001209172,0.0007094821,0.001023946,0.001550948],"category_scores_gemma":[0.003856492,0.0003747677,0.001855301,0.003895984,0.0005430314,0.001138187,0.001559513,0.0007031939,0.0002652827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857153,"about_ca_system_score_gemma":0.0004042434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876369,"about_ca_topic_score_gemma":0.01480264,"domain_scores_codex":[0.9981574,0.0007118055,0.0002475951,0.0004829078,0.0001663127,0.0002338601],"domain_scores_gemma":[0.997309,0.0004470506,0.001290631,0.000283091,0.0002679551,0.0004022563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189581,0.0000933136,0.995059,0.00004702791,0.001120845,0.00009053419,0.0002298797,0.0001460934,0.0001422804,0.00006981857,0.000344899,0.001466678],"study_design_scores_gemma":[0.00004630871,0.0000545992,0.999314,0.000007716014,0.0001586558,0.0000326938,0.0001853559,0.00003841603,0.00001144092,0.0000195765,0.0001270563,0.00000414432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965925,0.0008700938,0.00009152652,0.00009503493,0.00001337183,0.00001067738,0.001819471,0.000003278285,0.0005040942],"genre_scores_gemma":[0.996848,0.0003088122,0.00007332686,0.00008115723,0.00002343211,0.00001510286,0.00248624,0.000005816322,0.000158096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01876369,"threshold_uncertainty_score":0.03730893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2906819740471839,"score_gpt":0.4835840005414114,"score_spread":0.1929020264942275,"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."}}