{"id":"W4394695266","doi":"10.1016/j.jacep.2024.02.023","title":"Another One Bites the Dust","year":2024,"lang":"en","type":"editorial","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Asian Dust; Geography; Meteorology; Aerosol","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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007618496,0.0004199587,0.001508008,0.0001548093,0.0001098856,0.00005703231,0.0003665792,0.001613207,0.0008427998],"category_scores_gemma":[0.004002494,0.0002500227,0.001035636,0.0003802716,0.0003480594,0.00003577555,0.0002545567,0.002491046,0.002632438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008117418,"about_ca_system_score_gemma":0.0004308443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003665908,"about_ca_topic_score_gemma":0.00001131174,"domain_scores_codex":[0.9965354,0.0003662572,0.001174818,0.000834883,0.0005400567,0.0005485929],"domain_scores_gemma":[0.9930081,0.005510994,0.0003640317,0.0008131997,0.0002053593,0.00009829277],"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":[0.0008486504,0.00003342358,0.0001512811,0.0001352992,0.0008899033,0.00002403583,0.000009050435,9.300532e-7,0.0009102527,0.0008861911,0.9919609,0.004150049],"study_design_scores_gemma":[0.001006734,0.001552506,0.002939497,0.00008755237,0.001045325,0.000001265154,0.000004275731,0.00005265271,0.00002664417,0.002861976,0.9901616,0.0002599864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00337757,0.002186195,0.00003477316,0.01803398,0.9706301,0.001039292,0.00003540103,0.000341885,0.004320789],"genre_scores_gemma":[0.002451351,0.003279765,0.000124747,0.002022161,0.9399155,0.00001555392,0.000453293,0.0001191008,0.05161857],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04729778,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08387982205703766,"score_gpt":0.4205823040261972,"score_spread":0.3367024819691595,"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."}}