{"id":"W2211940754","doi":"10.1053/j.semtcvs.2015.08.011","title":"Younger is Better","year":2015,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002861194,0.0007801281,0.001803856,0.001043086,0.008687673,0.004995561,0.001120189,0.03383116,0.03255394],"category_scores_gemma":[0.02324423,0.0005604209,0.001166222,0.0006796738,0.003639339,0.006734708,0.003116233,0.04426513,0.01164522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004047406,"about_ca_system_score_gemma":0.005946169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00687202,"about_ca_topic_score_gemma":0.01729476,"domain_scores_codex":[0.9969662,0.0006637594,0.0003047122,0.000432193,0.0007801852,0.0008529694],"domain_scores_gemma":[0.992159,0.001748529,0.0005597703,0.0001898466,0.0006899622,0.004652839],"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":[0.00005838165,0.00007884331,0.003111247,0.00007817859,0.0000357234,0.004644008,0.0006280832,0.00003080924,0.0001955635,0.004301088,0.9729169,0.01392115],"study_design_scores_gemma":[0.0001522131,0.0001358096,0.005690032,0.001259738,0.00007829866,0.008563453,0.003246886,0.0001180337,0.0001356053,0.01863627,0.9618905,0.00009300458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006856982,0.002255063,0.00003006539,0.9730753,0.01765887,0.000004573959,0.00002531456,0.000009980256,0.006255097],"genre_scores_gemma":[0.004365633,0.001982032,0.00005024359,0.9588706,0.02612463,0.00001180589,0.00001984244,0.00001467926,0.008560501],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03383116,"threshold_uncertainty_score":0.1089038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585988896642551,"score_gpt":0.3146706887098452,"score_spread":0.2888107997434197,"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."}}