{"id":"W4386592801","doi":"10.2196/48096","title":"Corrected QT Interval (QTc) Diagnostic App for the Oncological Routine: Development Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"QT interval; Medicine; Workflow; Long QT syndrome; Internal medicine; Emergency medicine; Cardiology; Database; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006388852,0.0001673159,0.0003941284,0.00006798994,0.0002003046,0.00003002651,0.0001234581,0.0001148595,0.00002996573],"category_scores_gemma":[0.0005985599,0.0001115028,0.0002624592,0.0003736845,0.00004706248,0.00003194765,0.00007224947,0.0002256162,0.000108974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055601,"about_ca_system_score_gemma":0.0001451909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009863362,"about_ca_topic_score_gemma":0.00001664771,"domain_scores_codex":[0.9987147,0.00008186714,0.0002739629,0.0002982594,0.0003402477,0.0002909664],"domain_scores_gemma":[0.9983915,0.001045216,0.00005597603,0.0002963236,0.0001201272,0.00009087741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002435975,0.002425618,0.1324923,0.0004304186,0.005148524,0.0008406624,0.03593374,0.000442817,0.02814875,0.0001618994,0.2034743,0.588065],"study_design_scores_gemma":[0.005817947,0.001093583,0.8624063,0.0001199188,0.0003297278,0.0001034509,0.005968742,0.0004130052,0.01743084,0.000032688,0.1059793,0.0003044623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991814,0.00007021001,0.001195639,0.001031669,0.000673431,0.003867667,0.000008001349,0.0003713544,0.0009680834],"genre_scores_gemma":[0.9951357,0.0000243108,0.0001213965,0.0005152199,0.0006486778,0.001954733,0.00007031077,0.00002851075,0.001501123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7299141,"threshold_uncertainty_score":0.4546953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685066909877895,"score_gpt":0.3398814275141017,"score_spread":0.2930307584153228,"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."}}