{"id":"W4303685040","doi":"10.1016/j.jconrel.2022.09.062","title":"Epicardial delivery of a conductive membrane synchronizes conduction to reduce atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"Journal of Controlled Release","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Gelatin; Atrial fibrillation; Materials science; Biomedical engineering; Internal medicine; Purkinje fibers; Cardiology; Biophysics; Medicine; Chemistry; Electrophysiology; Biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008783089,0.0001376143,0.0009927801,0.0004564405,0.0001279996,0.00001416395,0.00008088574,0.00005018603,0.0004683342],"category_scores_gemma":[0.001038521,0.0001131268,0.0009500255,0.0003451024,0.00003967803,0.0001813262,0.00005669465,0.0002206412,0.000005721134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046254,"about_ca_system_score_gemma":0.0003473729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385494,"about_ca_topic_score_gemma":5.243287e-7,"domain_scores_codex":[0.9977178,0.0003071953,0.0009605219,0.0001426804,0.000719754,0.0001520595],"domain_scores_gemma":[0.997923,0.0003094777,0.0009442465,0.0001540101,0.0005074046,0.0001618745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3265339,0.00009409507,0.01094051,0.0002180885,0.007305928,0.0003346866,0.001614498,0.20525,0.3958866,0.002395195,0.008410929,0.04101561],"study_design_scores_gemma":[0.5639032,0.02622082,0.03723971,0.0005897736,0.01936364,0.002442563,0.01015661,0.01549285,0.04718267,0.001623567,0.2740662,0.001718342],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897861,0.001283499,0.0003084308,0.005241893,0.001801853,0.001049954,0.000009113885,0.00001516431,0.0005039477],"genre_scores_gemma":[0.9946502,0.0001335278,0.0006997836,0.0001153315,0.003371273,0.00000181218,0.000007610177,0.00001688031,0.001003522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3487039,"threshold_uncertainty_score":0.5127931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585181478226485,"score_gpt":0.3148223721581853,"score_spread":0.2789705573759204,"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."}}