{"id":"W2429637350","doi":"10.1016/j.athoracsur.2015.07.033","title":"Reply","year":2015,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Pericardiectomy; Medicine; Constrictive pericarditis; Context (archaeology); Surgery; Heart transplantation; Cohort; Transplantation; Pericarditis; Cardiology; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.002417205,0.0002922743,0.001325428,0.0002019678,0.00004547645,0.00002018838,0.0002236519,0.0003960484,0.0002134873],"category_scores_gemma":[0.0008259942,0.000186717,0.001246173,0.0002865684,0.000216155,0.00004959965,0.00009690454,0.001147565,0.0001487605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088457,"about_ca_system_score_gemma":0.0004679238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009493574,"about_ca_topic_score_gemma":1.860605e-7,"domain_scores_codex":[0.9973292,0.000384352,0.0005374057,0.0003227574,0.0009742714,0.0004519619],"domain_scores_gemma":[0.9967114,0.0008493416,0.000411259,0.001413326,0.0004986129,0.0001160029],"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":[0.0001200845,0.00001731931,0.0002489606,0.0002514492,0.000324765,0.0006239585,0.00003695783,3.163525e-7,0.00002440371,9.478233e-7,0.9745581,0.0237927],"study_design_scores_gemma":[0.00002232169,0.00003344248,0.0005565615,0.0004252793,0.000223466,0.0002847855,0.0000217279,8.885922e-7,0.001259941,0.0002523697,0.9967265,0.0001927466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007653357,0.008774301,0.000004340887,0.9617269,0.00103445,0.0002282783,0.0001373295,0.00007402666,0.02036703],"genre_scores_gemma":[0.007480063,0.001550155,0.00001991943,0.9727355,0.008521098,0.00003396306,0.0004494588,0.00008346509,0.00912636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02359996,"threshold_uncertainty_score":0.7614098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727619199607403,"score_gpt":0.3947706524578876,"score_spread":0.2220087324971473,"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."}}