{"id":"W4386255712","doi":"10.3390/cells12172168","title":"Optical Mapping of Cardiomyocytes in Monolayer Derived from Induced Pluripotent Stem Cells","year":2023,"lang":"en","type":"review","venue":"Cells","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"U.S. Army Medical Research Acquisition Activity; U.S. Department of Defense; National Heart, Lung, and Blood Institute; Office of Research and Development; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Optical mapping; Cardiac electrophysiology; Electrophysiology; Depolarization; Induced pluripotent stem cell; Membrane potential; Neuroscience; Voltage-sensitive dye; Cardiac arrhythmia; Nerve conduction velocity; Cardiac cell; Computer science; Biomedical engineering; Biophysics; Biology; Medicine; Cell biology; Cardiology","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":[0.0003053259,0.0006357288,0.0006208435,0.001646466,0.0001641005,0.000589862,0.0005754259,0.0005760618,0.00114335],"category_scores_gemma":[0.0002313966,0.000194024,0.0003435428,0.001103824,0.0002402383,0.0007993665,0.0004413918,0.0007082033,0.001181711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586192,"about_ca_system_score_gemma":0.0003131683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004012692,"about_ca_topic_score_gemma":0.000685852,"domain_scores_codex":[0.9998949,0.00001289028,0.00001431225,0.00002061181,0.00004703135,0.00001027414],"domain_scores_gemma":[0.9999381,0.00002208945,0.00001024611,0.000003232259,0.00002038896,0.000005870228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003849429,0.00004845162,0.0002007506,0.01561104,0.00006525675,0.0006443563,0.00008816062,0.0005773065,0.07190078,0.007440274,0.01065646,0.8927287],"study_design_scores_gemma":[0.000009808914,0.0001395439,0.001481642,0.001867928,0.000106174,0.003200487,0.00006733057,0.0003637362,0.03899964,0.002691956,0.9510306,0.00004117288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001378439,0.9905198,0.002716471,0.0002225676,0.000251276,0.00002421375,0.00008616689,0.00003877118,0.004762306],"genre_scores_gemma":[0.004734065,0.9908984,0.00196063,0.0001785494,0.0001051511,0.00002685306,0.0001307202,0.000006288511,0.001959354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001646466,"threshold_uncertainty_score":0.00382483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763037940478911,"score_gpt":0.3092720590886686,"score_spread":0.1329682650407775,"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."}}