{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007495868,0.000186859,0.000559346,0.00008616687,0.0001124678,0.00006055476,0.0001886609,0.000156507,0.00001298817],"category_scores_gemma":[0.00007695639,0.0001320147,0.0002698897,0.0002014156,0.00009373544,0.00008921541,0.00002050651,0.0005005016,0.00003644552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002736165,"about_ca_system_score_gemma":0.00005832463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.906799e-7,"about_ca_topic_score_gemma":0.00001151511,"domain_scores_codex":[0.9986163,0.0001477394,0.0004467169,0.0001365533,0.0002985657,0.0003540932],"domain_scores_gemma":[0.9988875,0.0004599217,0.00009194713,0.0002232363,0.000138345,0.0001990236],"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":[0.0003850195,0.00002500749,0.1060902,0.001077186,0.004894771,0.002054151,0.00227297,0.04537511,0.2792978,0.00841711,0.5303144,0.01979627],"study_design_scores_gemma":[0.0007496401,0.0001375428,0.02179111,0.0001608366,0.0002521997,0.001146256,0.001988802,0.001536561,0.003972597,0.00117827,0.9666272,0.0004589909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894406,0.003711717,0.0001931061,0.00423781,0.001508006,0.0002130793,0.00004964985,0.0001617645,0.0004842731],"genre_scores_gemma":[0.9989458,0.0003283578,0.0003511612,0.00004179516,0.0002608354,0.000006019374,0.000003559891,0.00002868292,0.00003377703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4363128,"threshold_uncertainty_score":0.5383402,"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."}}