{"id":"W4242096609","doi":"10.1016/j.hrthm.2018.03.024","title":"B-PO01-001 to B-PO01-238","year":2018,"lang":"fr","type":"article","venue":"Heart Rhythm","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Menzies Centre for Australian Studies, King's College London, University of London; St. Jude Medical; Institut de Cardiologie de Montréal; Centre Hospitalier Universitaire de Bordeaux; Istituto Auxologico Italiano; Università degli Studi di Brescia; Université de Bordeaux; Universiteit van Amsterdam; James Cook University; Università degli Studi di Firenze; University of Oxford; King's College London; University of Alberta; McGill University; University of Ottawa; University of Toronto; Hamilton Health Sciences; University of Pennsylvania","keywords":"Medicine; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005291714,0.0003476508,0.0006072955,0.0001774246,0.0002194718,0.00008759741,0.00007807606,0.0002291279,0.003798388],"category_scores_gemma":[0.00131649,0.0003718195,0.0002387343,0.0004937088,0.0003938377,0.0001135541,0.0001580858,0.000415804,0.06879264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115246,"about_ca_system_score_gemma":0.0002938452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000803028,"about_ca_topic_score_gemma":0.00005850278,"domain_scores_codex":[0.9972451,0.0001161664,0.0004195228,0.0005708571,0.0004800927,0.00116827],"domain_scores_gemma":[0.9973103,0.0004044886,0.00004947109,0.0008865724,0.0004131237,0.0009360321],"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":[0.00007625311,0.0002843002,0.005211414,0.0001553463,0.00007549563,0.0005396071,0.0006861946,0.000007476473,0.0002423868,0.001584588,0.9552611,0.03587581],"study_design_scores_gemma":[0.001349966,0.0006695533,0.02247013,0.0008906401,0.0002280609,0.004078882,0.0001559389,0.0001371484,0.001975445,0.0001295734,0.9675242,0.0003904061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2679698,0.1126669,0.004253521,0.2754971,0.09870241,0.002963103,0.0005862371,0.001140386,0.2362205],"genre_scores_gemma":[0.7294161,0.0005387694,0.009766287,0.04503971,0.04772049,0.00006488345,0.00008879299,0.0001977396,0.1671672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4614463,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787973646004029,"score_gpt":0.3079101313360502,"score_spread":0.2900303948760098,"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."}}