{"id":"W2171088367","doi":"10.1093/ejcts/ezu126","title":"Reply to Son et al.","year":2014,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002404954,0.001211076,0.001698181,0.0009858805,0.00221841,0.002806181,0.002530183,0.04201011,0.006493835],"category_scores_gemma":[0.02451648,0.0007937817,0.001159732,0.0008128312,0.002232498,0.005387303,0.001761872,0.03320745,0.006767488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891752,"about_ca_system_score_gemma":0.002377422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084957,"about_ca_topic_score_gemma":0.002336536,"domain_scores_codex":[0.9978865,0.0006025202,0.0002954956,0.0003495014,0.0005752426,0.0002907435],"domain_scores_gemma":[0.9949773,0.001765569,0.0005094202,0.0001698549,0.001596683,0.0009810842],"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":[0.0000454674,0.00003390161,0.0006558396,0.00009569325,0.00001802365,0.00441123,0.000116159,0.00005251019,0.0001032986,0.0006474334,0.9886866,0.005133836],"study_design_scores_gemma":[0.0001410739,0.0001367245,0.002034208,0.0006022758,0.00006153875,0.0225521,0.0007926776,0.0007750876,0.0003934923,0.005818926,0.9665337,0.0001581267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005547766,0.002461973,0.0001147732,0.9397921,0.05569774,0.00001991513,0.00006482304,0.00007013,0.001223805],"genre_scores_gemma":[0.004334785,0.001593487,0.0002122849,0.9275891,0.06233359,0.00004673658,0.0000440373,0.0000265929,0.003819523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04201011,"threshold_uncertainty_score":0.02172405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588656629848595,"score_gpt":0.3418522885215246,"score_spread":0.3059657222230386,"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."}}