{"id":"W2778636903","doi":"10.14740/cr629e","title":"Transcatheter Closure Versus Repeat Surgery for the Treatment of Postoperative Left-to-Right Shunts: A Single Center 15-Year Experience","year":2017,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Independent Innovation Foundation of Shandong University; Shandong University","keywords":"Medicine; Surgery; Single Center; Percutaneous; Cardiac surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006405534,0.0001306218,0.000566738,0.0001303348,0.0006178929,0.00003901734,0.0002653458,0.0001331427,0.00004818789],"category_scores_gemma":[0.0004990627,0.0000813824,0.0009985354,0.00008602285,0.0005761885,0.00005241775,0.00005316091,0.0001599238,0.00003566211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306697,"about_ca_system_score_gemma":0.0001141281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005147906,"about_ca_topic_score_gemma":0.00002030857,"domain_scores_codex":[0.9984999,0.0002172394,0.0002085042,0.0003956853,0.0002747859,0.0004038987],"domain_scores_gemma":[0.9967455,0.001010781,0.00003642841,0.001543635,0.0005354391,0.0001282456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03743399,0.003714312,0.6826517,0.0002457664,0.02957378,0.0004530996,0.04885222,0.0005763252,0.08450367,0.004129498,0.04833978,0.05952584],"study_design_scores_gemma":[0.01918834,0.009308694,0.4477558,0.0003111166,0.001307366,0.0009212871,0.005638864,0.0001101861,0.03524049,0.0002267641,0.4793155,0.000675526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811593,0.002121229,0.001338866,0.005853253,0.0005087684,0.001667947,0.00009481459,0.00002486189,0.007230943],"genre_scores_gemma":[0.9980827,0.0003708698,0.00007162957,0.00005589218,0.0002228977,0.0004262315,0.00003195066,0.00002016427,0.000717669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4309758,"threshold_uncertainty_score":0.4752395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657054757426859,"score_gpt":0.4115061683080514,"score_spread":0.2458006925653655,"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."}}