{"id":"W2521600555","doi":"10.1016/j.jtcvs.2016.09.021","title":"Surgery for postinfarction ventricular septal rupture","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Pneumonia; Internal medicine; Surgery","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":[0.002094442,0.0004398004,0.002674739,0.0005553868,0.0001295106,0.00005911677,0.00007794333,0.00124177,0.00005003029],"category_scores_gemma":[0.000405154,0.0002672113,0.01592447,0.00018529,0.0001152214,0.0001522547,0.000047435,0.001338763,0.000003986892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070944,"about_ca_system_score_gemma":0.0003458265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008325334,"about_ca_topic_score_gemma":7.49424e-8,"domain_scores_codex":[0.996928,0.0002323242,0.0009316498,0.0003814383,0.001025568,0.0005010038],"domain_scores_gemma":[0.997061,0.0009322963,0.0006476394,0.0004703518,0.0006915572,0.0001971307],"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":[0.0003043325,0.000008623851,0.002004164,0.001577258,0.009462757,0.006842461,0.00001127451,0.000002138547,0.00001755253,4.838167e-7,0.8267413,0.1530276],"study_design_scores_gemma":[0.000226082,0.00006797376,0.003322171,0.001484613,0.005547312,0.03266873,0.00002300049,0.000001544235,0.0001261649,0.00005382533,0.9561274,0.0003511691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1041276,0.3755052,0.002610504,0.4988131,0.01685484,0.001366893,0.0003023726,0.0001175355,0.0003019205],"genre_scores_gemma":[0.1310791,0.06912795,0.001760551,0.4952661,0.2910543,0.0001325761,0.001225363,0.0008990482,0.009455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3063772,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692467506654189,"score_gpt":0.2607608925301312,"score_spread":0.2438362174635893,"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."}}