{"id":"W4200293928","doi":"10.1016/j.jcin.2021.10.022","title":"Iatrogenic Atrial Septal Defects and Heart Failure","year":2021,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cardiology; Heart failure; Internal medicine; Medicine","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002364674,0.0005371,0.001604754,0.0002616597,0.0001710313,0.000162015,0.0001050197,0.0007219329,0.0005961664],"category_scores_gemma":[0.000134841,0.0005215415,0.1894392,0.0002589799,0.00008999136,0.00008761796,0.0002363987,0.001149183,0.0002197982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206372,"about_ca_system_score_gemma":0.0002052009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009078297,"about_ca_topic_score_gemma":0.0000108192,"domain_scores_codex":[0.9968503,0.0003588236,0.0005136128,0.0009383347,0.0008218343,0.0005171308],"domain_scores_gemma":[0.9979948,0.00006358402,0.0001089777,0.001340801,0.0002507759,0.0002410785],"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":[0.00002534593,0.0001037121,0.00437355,0.001617099,0.1621642,0.001719348,0.00001367108,0.000006759592,0.000003639987,0.000007026605,0.8291727,0.0007929842],"study_design_scores_gemma":[0.003972465,0.0001985762,0.01219554,0.001406207,0.1234391,0.001731376,0.00005439916,9.470666e-7,0.00001123797,0.00003284363,0.8564674,0.000489907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0552843,0.8346764,0.0003186197,0.09883717,0.004200708,0.003437695,0.001590536,0.0004046222,0.001249955],"genre_scores_gemma":[0.5942928,0.006271739,0.003757008,0.2650719,0.07167768,0.001641415,0.03974185,0.001520617,0.01602503],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8284047,"threshold_uncertainty_score":0.9997236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225563328243819,"score_gpt":0.3141685299390113,"score_spread":0.2916121971146294,"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."}}