{"id":"W2794119113","doi":"10.1002/ccd.27534","title":"<scp>PPVI</scp> in children under 20 kilograms: A <i>quid pro quo?</i>","year":2018,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Percutaneous; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002398163,0.0004706382,0.0009664183,0.000403255,0.0001218269,0.0001362719,0.0001354554,0.000544798,0.00007705852],"category_scores_gemma":[0.00008340947,0.0004413061,0.009961883,0.0003570228,0.0001544375,0.0001102882,0.0001265036,0.0005365331,0.00009544421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180068,"about_ca_system_score_gemma":0.0000824828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111785,"about_ca_topic_score_gemma":0.000004249845,"domain_scores_codex":[0.9974371,0.0002438712,0.0005584945,0.0008144358,0.0005099609,0.000436163],"domain_scores_gemma":[0.9985123,0.00002385041,0.0001478642,0.0009555054,0.0001967797,0.0001636629],"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":[0.00004709382,0.001982488,0.1221301,0.003507964,0.08761395,0.0004843851,0.0005171977,0.00007536966,0.00005783952,0.00008088123,0.7687342,0.01476862],"study_design_scores_gemma":[0.006670553,0.0008080757,0.2149777,0.003375398,0.02279949,0.0006026082,0.0002083431,0.00003303406,0.00004271686,0.0002585565,0.7496458,0.0005777695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7105778,0.1653821,0.02655094,0.05137033,0.004626596,0.01862136,0.005194322,0.001383952,0.01629252],"genre_scores_gemma":[0.6443881,0.008988027,0.0005570658,0.2347988,0.01134884,0.003460201,0.06699842,0.0009754287,0.02848507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834285,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289335663322235,"score_gpt":0.3061080063798148,"score_spread":0.2832146497465924,"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."}}