{"id":"W4293834778","doi":"10.36660/abc.20220470","title":"“Let’s Keep Pushing the Envelope”","year":2022,"lang":"en","type":"editorial","venue":"Arquivos Brasileiros de Cardiologia","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Envelope (radar); Telecommunications","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001209773,0.0006283805,0.001382409,0.0001985904,0.0006578281,0.0001290859,0.0005842736,0.0009122592,0.0007405702],"category_scores_gemma":[0.001487066,0.0004499325,0.001908146,0.0003841527,0.0002590645,0.00008241995,0.0005401761,0.002342703,0.0002277456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048123,"about_ca_system_score_gemma":0.0009337424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635404,"about_ca_topic_score_gemma":0.00001253356,"domain_scores_codex":[0.9959536,0.0005651193,0.0005036442,0.0009435348,0.001236118,0.0007980054],"domain_scores_gemma":[0.9963329,0.001151851,0.000231741,0.001882388,0.0001804817,0.0002206328],"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":[0.00009317468,0.00006689838,0.01416,0.00007793299,0.004039115,0.003245288,0.0001467834,0.00006637003,0.00005110302,0.00005063232,0.9765767,0.00142596],"study_design_scores_gemma":[0.001714343,0.0002633659,0.05570137,0.00008139251,0.0023993,0.001259945,0.0001937664,0.000004489213,0.00003166025,0.0001257486,0.937772,0.0004526704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02293743,0.009004474,0.0003310985,0.000491862,0.9455792,0.00222276,0.001779197,0.000521778,0.01713226],"genre_scores_gemma":[0.1627473,0.001972925,0.000346964,0.0007427026,0.8203443,0.001537197,0.006799226,0.0002540489,0.005255376],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1398099,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433029248686904,"score_gpt":0.274990672196099,"score_spread":0.26066037970923,"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."}}