{"id":"W4387395523","doi":"10.1016/j.cardfail.2023.09.007","title":"The HFSA Advanced Heart Failure and Transplant Cardiology Fellowship Consensus Conference","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute; Heart Failure Society of America","keywords":"Medicine; Specialty; Psychological intervention; Task force; Medical education; Consensus conference; Value proposition; Cardiology; Family medicine; Internal medicine; Nursing; Management; Political 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":[0.03981359,0.001430194,0.002607366,0.002825695,0.003047335,0.005944915,0.005253287,0.02340476,0.01107636],"category_scores_gemma":[0.05498578,0.0009322761,0.004440158,0.00142248,0.001908469,0.002684956,0.005906968,0.01925701,0.005012574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007709489,"about_ca_system_score_gemma":0.03763242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342475,"about_ca_topic_score_gemma":0.02554395,"domain_scores_codex":[0.9801358,0.006010317,0.002713878,0.001383077,0.007454641,0.002302372],"domain_scores_gemma":[0.9479102,0.009910591,0.004310539,0.001195747,0.02560724,0.01106582],"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":[0.0001781886,0.0001794134,0.001315681,0.001965768,0.0002433125,0.0002309259,0.0001942652,0.0003824729,0.0002877284,0.004183816,0.9182026,0.07263585],"study_design_scores_gemma":[0.0003503154,0.0001150568,0.006404205,0.0173604,0.0003491222,0.0004231936,0.0005811478,0.0003188756,0.0003775999,0.004312199,0.969315,0.00009294832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002822498,0.07372779,0.003928206,0.7376045,0.1429935,0.0006739682,0.002172468,0.0001280178,0.03594906],"genre_scores_gemma":[0.07045919,0.1348692,0.04340259,0.5154148,0.1174337,0.005426665,0.0144576,0.0005641827,0.09797222],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03981359,"threshold_uncertainty_score":0.2105569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131011841614358,"score_gpt":0.2261269624108632,"score_spread":0.2130257782494274,"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."}}