{"id":"W4367042594","doi":"10.1016/j.jchf.2023.01.024","title":"No-Implant Interatrial Shunt for HFpEF","year":2023,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Pulmonary wedge pressure; Supine position; Heart failure with preserved ejection fraction; Shunt (medical); Ejection fraction; Implant; Pulmonary hypertension; Central venous pressure; Blood pressure; Surgery; Heart rate","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001912437,0.0001750004,0.0003804872,0.000145206,0.0001509681,0.00003070929,0.00005851458,0.00009084719,0.0002951135],"category_scores_gemma":[0.0004208696,0.0001465024,0.0002694607,0.0002818433,0.00004535809,0.00006783012,0.0001026441,0.0001537495,0.002746498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005196426,"about_ca_system_score_gemma":0.000128449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002353055,"about_ca_topic_score_gemma":0.00009394894,"domain_scores_codex":[0.9987261,0.0000245602,0.0002571893,0.0003150109,0.0002358523,0.0004412636],"domain_scores_gemma":[0.9990685,0.0002114344,0.00001975483,0.0002879249,0.0001916286,0.0002207822],"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":[0.0006330799,0.00005621656,0.00371483,0.0002258835,0.0001115347,0.0000649602,0.0001908605,3.640143e-7,0.004539497,0.00007603084,0.9871562,0.003230575],"study_design_scores_gemma":[0.002288278,0.0004698035,0.007830266,0.0001010354,0.00009939247,0.00007344199,0.000258721,0.000485099,0.0005325968,0.0001054861,0.9875843,0.0001716006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367751,0.0003592268,0.00006188788,0.05039999,0.003510384,0.003540359,0.0005444848,0.001167113,0.003641479],"genre_scores_gemma":[0.9756149,0.00001836034,0.002655713,0.002188826,0.003584191,0.0003922255,0.0002108654,0.00007453762,0.01526036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04821116,"threshold_uncertainty_score":0.99803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499464593611868,"score_gpt":0.3141011233868863,"score_spread":0.2891064774507677,"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."}}