{"id":"W4362522178","doi":"10.1002/ejhf.2847","title":"The Heart Failure Association Endorses the 25in25 Initiative","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Ministero della Salute","keywords":"Medicine; Library science","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":[0.03649732,0.0009480245,0.001175286,0.001541186,0.003665199,0.01194576,0.003122912,0.01121298,0.08154313],"category_scores_gemma":[0.04297661,0.0004409538,0.00146312,0.001527112,0.002176177,0.003574391,0.006352418,0.01127689,0.04603247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337952,"about_ca_system_score_gemma":0.03151333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009211354,"about_ca_topic_score_gemma":0.02094366,"domain_scores_codex":[0.9749008,0.00465941,0.00140054,0.001346348,0.01326312,0.00442978],"domain_scores_gemma":[0.9349592,0.008551834,0.002670273,0.002654867,0.02060053,0.03056334],"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":[0.00004539292,0.00006731114,0.0003059655,0.0001159823,0.00000696948,0.00004384365,0.00007543833,0.00001783391,0.00005174314,0.004492145,0.9542396,0.04053771],"study_design_scores_gemma":[0.00002793856,0.0000287331,0.001033729,0.0003077273,0.000005527218,0.00002480811,0.0000747997,0.0000202749,0.00003219241,0.0007080239,0.9977239,0.00001241321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001343375,0.01761508,0.003002793,0.4881718,0.1803377,0.0005032411,0.002757863,0.001126382,0.3051419],"genre_scores_gemma":[0.03757989,0.02193911,0.01144971,0.3233689,0.07811499,0.001347973,0.006873466,0.001512208,0.5178138],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08154313,"threshold_uncertainty_score":0.2727889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088984715287982,"score_gpt":0.2634808942297788,"score_spread":0.2425910470768989,"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."}}