{"id":"W2789513927","doi":"10.1161/circheartfailure.118.004813","title":"Exploring New Cardiovascular Pathways","year":2018,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Guanylate cyclase; Context (archaeology); Heart failure; Medicine; Research centre; Activator (genetics); Internal medicine; Library science; Biology; Receptor","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002485987,0.0005261778,0.0009615479,0.0004064507,0.0001727182,0.00008844986,0.0001156502,0.0006608334,0.0009277149],"category_scores_gemma":[0.00006009908,0.0004970649,0.001060352,0.0003645309,0.00006025707,0.0002917909,0.00007290117,0.0009738231,0.002642033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907519,"about_ca_system_score_gemma":0.0002908236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170993,"about_ca_topic_score_gemma":0.000007663725,"domain_scores_codex":[0.9969227,0.000103109,0.000457507,0.0008631794,0.001033303,0.00062022],"domain_scores_gemma":[0.9980312,0.00004723251,0.00008961588,0.001390617,0.0001921844,0.0002491403],"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":[0.00000763012,0.0000211482,0.000800329,0.0002897959,0.0009261276,0.000341034,0.0001483088,0.00001730215,0.00006745669,0.00002437709,0.9946345,0.002721979],"study_design_scores_gemma":[0.001026905,0.0001073922,0.002231243,0.0003429047,0.001043607,0.0001371079,0.00003010702,0.00003319087,0.00009420177,0.00007069905,0.9944595,0.0004231407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002115906,0.0008009559,0.001106827,0.9910136,0.00106002,0.001823212,0.00001261096,0.0005763623,0.001490486],"genre_scores_gemma":[0.02280085,0.0002126586,0.03355344,0.8359317,0.08022693,0.0007311344,0.00459026,0.0006318951,0.0213212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.155082,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289368316421908,"score_gpt":0.257729386053341,"score_spread":0.1287925544111502,"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."}}