{"id":"W3132064081","doi":"10.1016/j.jtcvs.2021.02.061","title":"Commentary: Younger patients are choosing tissue valves: Do the data match their fervor?","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; MEDLINE; Surgery","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":[0.00744148,0.0008526596,0.002536464,0.001102326,0.006233491,0.005232462,0.003210576,0.09053597,0.01212068],"category_scores_gemma":[0.05986993,0.0009875816,0.001503045,0.001475797,0.004159877,0.006315615,0.002074959,0.06865338,0.009423128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005667508,"about_ca_system_score_gemma":0.01016468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105678,"about_ca_topic_score_gemma":0.01804246,"domain_scores_codex":[0.9926913,0.002679,0.0009645071,0.0008033444,0.001969301,0.000892613],"domain_scores_gemma":[0.9595272,0.02574912,0.002854172,0.0007842631,0.006090461,0.004994919],"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":[0.00005407063,0.00002362099,0.0007587805,0.00006646806,0.0000230372,0.0009256714,0.0002074824,0.00004318383,0.00006788408,0.001894139,0.9914015,0.004534069],"study_design_scores_gemma":[0.0002857454,0.0001193278,0.001956357,0.001503489,0.000118657,0.003031103,0.001612487,0.0005873675,0.0002178421,0.01624965,0.974134,0.00018397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002111107,0.0004346278,0.00003272758,0.9865127,0.01158865,0.000005043778,0.00003857131,0.000009376457,0.001167136],"genre_scores_gemma":[0.001888891,0.0004419481,0.00009817635,0.9655986,0.03024912,0.0000185075,0.00002012187,0.00001141134,0.001673239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09053597,"threshold_uncertainty_score":0.04112083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984620093174607,"score_gpt":0.3248922821305943,"score_spread":0.2850460811988483,"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."}}