{"id":"W4225156927","doi":"10.1038/s41598-022-11110-1","title":"Arrhythmogenic influence of mutations in a myocyte-based computational model of the pulmonary vein sleeve","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Norges Forskningsråd","keywords":"Pulmonary vein; Cardiology; Medicine; Internal medicine; Anatomy; Atrial fibrillation","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":[0.000237691,0.000382125,0.0005908149,0.0003912782,0.0003984886,0.0009637792,0.0008221909,0.001434733,0.001960768],"category_scores_gemma":[0.001183955,0.0002498259,0.0007239525,0.0002613752,0.0007717659,0.000360946,0.0007225757,0.0005712928,0.0001495312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070402,"about_ca_system_score_gemma":0.000813515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550025,"about_ca_topic_score_gemma":0.007903256,"domain_scores_codex":[0.9999235,0.00002442536,0.00000416047,0.00001491096,0.00001509851,0.0000178212],"domain_scores_gemma":[0.9995135,0.0003010538,0.00005580995,0.00002675682,0.00004901996,0.00005399833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002913778,0.00002955639,0.001117128,0.00001501954,0.00001381874,0.0001131468,0.00003521334,0.9945475,0.0008522437,0.002529825,0.000181333,0.0005359987],"study_design_scores_gemma":[0.00001225231,0.0000106072,0.0002207227,0.000002773062,0.000004068063,0.00001064226,0.00001496912,0.9988492,0.00008160013,0.0006724658,0.0001172357,0.000003570284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282895,0.0002868983,0.05057408,0.001105846,0.0001192921,0.00006206759,0.0009662154,0.0002273815,0.01836871],"genre_scores_gemma":[0.9892495,0.0001350704,0.007865482,0.0001415021,0.00001862192,0.00007542524,0.0002923743,0.00004784463,0.002174085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550025,"threshold_uncertainty_score":0.03082007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765444379069704,"score_gpt":0.2920553877586306,"score_spread":0.2544009439679336,"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."}}