{"id":"W4328053337","doi":"10.1016/j.jcin.2023.03.012","title":"Left Atrial to Coronary Sinus Shunting for Treatment of Symptomatic Heart Failure","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Shunting; Pulmonary wedge pressure; Ejection fraction; Coronary sinus; Shunt (medical); Adverse effect; Clinical endpoint; Surgery; Randomized controlled trial","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_broad"],"consensus_categories":[],"category_scores_codex":[0.0006312072,0.0002474232,0.001039499,0.000494349,0.0002030078,0.00003845796,0.0001414554,0.0001347772,0.0001079428],"category_scores_gemma":[0.0003222859,0.0002373693,0.012956,0.0006899533,0.00004749985,0.00008022608,0.00009225348,0.00007367683,0.0003134523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986733,"about_ca_system_score_gemma":0.00009569419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009823916,"about_ca_topic_score_gemma":0.00003466817,"domain_scores_codex":[0.9978685,0.0001189606,0.0006743768,0.0004833454,0.0004668377,0.0003879483],"domain_scores_gemma":[0.9979993,0.0001719001,0.0000805427,0.001234639,0.0003102118,0.000203442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001872633,0.005848183,0.083295,0.01135855,0.2899698,0.0006639452,0.006944898,0.1179711,0.01538668,0.006059518,0.1705974,0.2900322],"study_design_scores_gemma":[0.03259198,0.005366845,0.3899407,0.004946889,0.04143712,0.003481273,0.00237899,0.00390756,0.005818944,0.001028411,0.5073642,0.001737035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033731,0.01146272,0.07054541,0.003100843,0.001405498,0.007311794,0.0003722164,0.001015314,0.001413055],"genre_scores_gemma":[0.9933414,0.00007512687,0.004328937,0.00003898212,0.0004937415,0.0003351762,0.000366432,0.00007012337,0.0009501058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367668,"threshold_uncertainty_score":0.996929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380029165546646,"score_gpt":0.3228262267215282,"score_spread":0.2790259350660617,"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."}}