{"id":"W2953100858","doi":"10.1101/599142","title":"Renewal theory provides a universal quantitative framework to characterise the continuous regeneration of rotational events in cardiac fibrillation","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Exponential function; Ventricular fibrillation; Mathematics; Exponential distribution; Gravitational singularity; Probability density function; Physics; Statistical physics; Internal medicine; Mathematical physics; Cardiology; Statistics; Mathematical analysis; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006400558,0.0006031598,0.001101348,0.007695487,0.0002756794,0.001918874,0.001151447,0.001170847,0.001010824],"category_scores_gemma":[0.01847875,0.0003561479,0.001426299,0.002188915,0.003051773,0.002779214,0.0008909502,0.0009071999,0.0001980612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306285,"about_ca_system_score_gemma":0.0008691135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251899,"about_ca_topic_score_gemma":0.0007197954,"domain_scores_codex":[0.9978061,0.001018538,0.000287291,0.0003463339,0.0004758169,0.00006597761],"domain_scores_gemma":[0.9831985,0.01354685,0.001734517,0.0005897846,0.0008256702,0.0001046422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002640949,0.0001229,0.04218186,0.01087856,0.001806497,0.0006243532,0.001454146,0.14888,0.009567874,0.3302085,0.002430011,0.4515812],"study_design_scores_gemma":[0.00005881252,0.0006677473,0.04179485,0.004265787,0.001058142,0.002003273,0.001007584,0.2772082,0.006525418,0.6385581,0.02656083,0.0002912602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09076753,0.1165443,0.7818469,0.001517277,0.0001500149,0.0002143011,0.0009742205,0.0003229382,0.007662362],"genre_scores_gemma":[0.9040949,0.02450875,0.06938708,0.0004449225,0.0001955146,0.0002845089,0.0003456965,0.00005073761,0.0006879647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007695487,"threshold_uncertainty_score":0.03384978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025564655485424,"score_gpt":0.242197205816892,"score_spread":0.2319415592620377,"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."}}