{"id":"W4406505233","doi":"10.1016/j.cjca.2025.01.009","title":"Interatrial Shunt Therapy: A Rescue Option for Nonoperable Mitral Valve Disease Patients","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rescue therapy; Cardiology; Shunt (medical); Internal medicine; Mitral valve; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001547367,0.0002818752,0.0006072014,0.0003710323,0.0006353532,0.000729407,0.0002604451,0.0007247964,0.003253104],"category_scores_gemma":[0.000713522,0.00007320749,0.0004912484,0.0001682608,0.000175664,0.0003187775,0.000301178,0.001423905,0.0004575588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177362,"about_ca_system_score_gemma":0.0006446397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299541,"about_ca_topic_score_gemma":0.0009244239,"domain_scores_codex":[0.9998878,0.00001722553,0.00001569993,0.00001686908,0.00002963079,0.00003267167],"domain_scores_gemma":[0.9997151,0.00005019012,0.00005153861,0.000007720914,0.0000191587,0.0001562338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006079084,0.002080189,0.2105167,0.001618731,0.0005975133,0.08036575,0.000787066,0.001067326,0.01908473,0.003855859,0.03552389,0.6384231],"study_design_scores_gemma":[0.003318624,0.01269202,0.6213816,0.005263194,0.001129972,0.2403855,0.003486961,0.005421967,0.006784605,0.01354557,0.08637952,0.0002104606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490282,0.07373129,0.003904317,0.0233608,0.002403947,0.0001631555,0.0004978213,0.0001609385,0.04674945],"genre_scores_gemma":[0.9788203,0.01240272,0.002249335,0.001868767,0.002182297,0.00004448068,0.0004195182,0.00001626898,0.001996306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003253104,"threshold_uncertainty_score":0.01088274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154141861930642,"score_gpt":0.2626452905515829,"score_spread":0.2472311043585187,"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."}}