{"id":"W3092585593","doi":"10.1056/nejmc2027731","title":"Vericiguat in Heart Failure with Reduced Ejection Fraction","year":2020,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Fraction (chemistry); Internal medicine; Chromatography","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004402948,0.0002945184,0.001249635,0.000606621,0.00003642438,0.00001223033,0.00007317246,0.0003744123,0.0004522089],"category_scores_gemma":[0.0003363325,0.0001741898,0.0002783506,0.0004753596,0.00007447998,0.0001030672,0.000009344271,0.00376768,0.00001855358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524942,"about_ca_system_score_gemma":0.00041465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002193883,"about_ca_topic_score_gemma":0.00002840264,"domain_scores_codex":[0.9975989,0.000188012,0.0006284899,0.0002468234,0.001116269,0.0002214565],"domain_scores_gemma":[0.9987167,0.0001320511,0.0004261001,0.00023055,0.0002430096,0.0002516416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001319053,0.00002077036,0.00692681,0.0001181879,0.00039712,0.003145951,0.000196175,0.00002016301,0.001169862,2.95411e-7,0.9790885,0.007597116],"study_design_scores_gemma":[0.0320345,0.002315447,0.005586424,0.001374502,0.000855947,0.009524393,0.0002248258,0.000008523843,0.0001769775,0.00001656532,0.9477267,0.0001551495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01817069,0.0007646385,0.0008463547,0.9773272,0.002091834,0.0002729547,0.000001498587,0.000030597,0.0004942853],"genre_scores_gemma":[0.1286825,0.00160036,0.001333919,0.7195657,0.1464655,0.000004976665,0.0002233171,0.0001729866,0.00195077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2577614,"threshold_uncertainty_score":0.9985307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468017091236569,"score_gpt":0.2483168368235272,"score_spread":0.2336366659111615,"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."}}