{"id":"W2547357652","doi":"10.1161/circimaging.116.005436","title":"Left-to-Right Shunts","year":2016,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Eisenmenger syndrome; Shunt (medical); Heart disease; Cardiology; Internal medicine; Right ventricular hypertrophy; General surgery; Surgery; Pulmonary hypertension","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000373235,0.0005182542,0.001119745,0.0005293928,0.0002625468,0.0001072503,0.0001595838,0.0002720992,0.0004363737],"category_scores_gemma":[0.0001861725,0.0004494694,0.002219699,0.0002420148,0.0001448149,0.0001680217,0.0001633205,0.0007161524,0.001847524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755134,"about_ca_system_score_gemma":0.0002554721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002083962,"about_ca_topic_score_gemma":9.852157e-7,"domain_scores_codex":[0.9962796,0.0001496223,0.0004514977,0.00100887,0.001394804,0.0007155923],"domain_scores_gemma":[0.9975163,0.00008147843,0.00006239241,0.001611102,0.0004987158,0.0002299732],"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":[0.00001593141,0.00001152882,0.01202399,0.0006012211,0.004243103,0.003447975,0.0001449224,0.00001055164,0.0001663557,0.000002642794,0.8377262,0.1416055],"study_design_scores_gemma":[0.0008224832,0.000006907423,0.02065288,0.0005396407,0.00196021,0.0005890467,0.000009201372,0.00009014605,0.00004647703,0.00006545464,0.9746838,0.0005337071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002416878,0.03237426,0.01152527,0.9205174,0.002819789,0.003249453,0.0001937548,0.000853002,0.02605018],"genre_scores_gemma":[0.1898081,0.0001264507,0.0004363836,0.7809228,0.02340114,0.000166476,0.0004895235,0.0004148625,0.004234283],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1873913,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430466810902938,"score_gpt":0.2524888414544728,"score_spread":0.2381841733454434,"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."}}