{"id":"W2076022078","doi":"10.1371/journal.pone.0082179","title":"Regional Ion Channel Gene Expression Heterogeneity and Ventricular Fibrillation Dynamics in Human Hearts","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Toronto General Hospital","funders":"Canadian Institutes of Health Research; Agence Nationale de la Recherche; Heart and Stroke Foundation of Canada","keywords":"Gene expression; Connexin; Internal medicine; Ventricular fibrillation; Biology; Atrial fibrillation; Endocrinology; Gene; Medicine; Gap junction; Cell biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001625395,0.0001145805,0.0001816656,0.0002901634,0.0001064606,0.0002332408,0.00008750775,0.0001952142,0.001044935],"category_scores_gemma":[0.0003493365,0.00008740376,0.00008788257,0.000148009,0.0003362487,0.0001226966,0.0001335576,0.0001609035,0.0001800162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008995101,"about_ca_system_score_gemma":0.00006330835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233706,"about_ca_topic_score_gemma":0.0001526914,"domain_scores_codex":[0.999884,0.00001493882,0.000009485203,0.00006072652,0.00001614277,0.00001462651],"domain_scores_gemma":[0.9997942,0.00007793699,0.00006831782,0.00001905463,0.00001748058,0.00002308656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009296241,0.00005085897,0.07858803,0.000068723,0.00003016354,0.0003518884,0.0001644253,0.000233206,0.9144469,0.00004939614,0.00004466853,0.005042059],"study_design_scores_gemma":[0.00003980162,0.00100163,0.8916965,0.00001161073,0.00006350704,0.002499624,0.0002224597,0.000822349,0.1030479,0.0001579258,0.0004271151,0.000009573181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992027,0.000246922,0.0003773742,0.000007150637,0.000001631862,0.000004302706,0.00005689012,0.00000440459,0.00009865138],"genre_scores_gemma":[0.9990935,0.0001213285,0.0004384877,0.00001459375,0.000006263335,0.00001701077,0.0001175339,0.000003954902,0.0001873506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044935,"threshold_uncertainty_score":0.003495634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415267938883191,"score_gpt":0.2420962865315333,"score_spread":0.2179436071427014,"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."}}