{"id":"W2602288447","doi":"10.1186/s41512-017-0011-4","title":"Erratum to: Methods for evaluating medical tests and biomarkers","year":2017,"lang":"en","type":"erratum","venue":"Diagnostic and Prognostic Research","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University Health Centre; University of Calgary; McGill University; South Health Campus; Jewish General Hospital; McMaster University; Population Health Research Institute","funders":"Institute of Genetics; School of Public Health, Imperial College London; Klinisk Institut, Syddansk Universitet; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Syddansk Universitet; Odense Universitetshospital; KU Leuven; iMinds; Newcastle upon Tyne Hospitals NHS Foundation Trust; Cambridge University Hospitals; Loughborough University; University of Glasgow; Warwick Medical School; Universiteit van Amsterdam; Newcastle University; Albert-Ludwigs-Universität Freiburg; King's College London; University of Oxford; University of Warwick; Vrije Universiteit Amsterdam; Imperial College London; University of Exeter; Cancer Research UK; University of Southampton; University College London; University of Cambridge; British Heart Foundation; National Institute for Health and Care Excellence; University of Leeds; National Institute for Health and Care Research; Inselspital, Universitätsspital Bern; King's College Hospital NHS Foundation Trust","keywords":"Medical physics; Computer science; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01691422,0.000480704,0.001130411,0.0006403398,0.001017786,0.0004705207,0.0005442534,0.0009189998,0.000144567],"category_scores_gemma":[0.476107,0.0003884991,0.0001416917,0.0002524868,0.00119712,0.00007333883,0.0007460944,0.003659718,0.00002559086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008879844,"about_ca_system_score_gemma":0.002000591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002481982,"about_ca_topic_score_gemma":0.00001482489,"domain_scores_codex":[0.9941033,0.0009055931,0.0006495514,0.001262927,0.001822668,0.001255995],"domain_scores_gemma":[0.9558021,0.0401616,0.0002083219,0.0008575394,0.0009427473,0.002027632],"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":[0.00009321533,0.00006951162,0.005784743,0.001395742,0.0001913483,0.0001853976,0.0001867489,1.381142e-7,0.0000311206,0.000117642,0.5358881,0.4560563],"study_design_scores_gemma":[0.003178641,0.003556223,0.05817879,0.01221346,0.0007721964,0.0006936663,0.0001959186,0.04157174,0.00001393313,0.005935878,0.8728915,0.0007980636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0264137,0.2602126,0.08536673,0.3272862,0.06935165,0.04507589,0.0004012787,0.0008642193,0.1850277],"genre_scores_gemma":[0.03647875,0.06533086,0.5251108,0.009375921,0.02354522,0.009917744,0.003576461,0.001460301,0.3252039],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4591928,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296739045328055,"score_gpt":0.5536366208162352,"score_spread":0.4239627162834297,"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."}}