{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001591301,0.0004730553,0.001596294,0.0004858601,0.00004680097,0.00006424641,0.0008238941,0.0002640825,0.000009864479],"category_scores_gemma":[0.00007761466,0.0004129955,0.000440603,0.001245698,0.00006244349,0.0001384332,0.000362885,0.0006404027,0.0003360781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000417,"about_ca_system_score_gemma":0.0001218337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003221166,"about_ca_topic_score_gemma":0.000001341451,"domain_scores_codex":[0.9969836,0.0001761273,0.0008643281,0.0009618141,0.0004468289,0.0005672304],"domain_scores_gemma":[0.998119,0.0008864951,0.0002612228,0.0005689231,0.0000153438,0.0001490065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001729683,0.00002343686,3.094746e-7,0.002040141,0.000007580945,0.0002411364,0.00006364103,0.00009694671,0.9217437,0.00001081224,0.00001278589,0.07575777],"study_design_scores_gemma":[0.0001426219,0.00002917244,0.000003025555,0.004192112,0.00006298911,0.000007522211,0.00002712762,0.0002771584,0.9453631,0.000007984333,0.04946451,0.0004226539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2253441,0.7660664,0.000111379,0.00001892253,0.005140593,0.002369545,0.0001571906,0.0003969968,0.0003948932],"genre_scores_gemma":[0.01023085,0.9892119,0.00005558757,0.00004117152,0.0001103722,0.00006405979,0.000001817007,0.000100199,0.000184039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2231455,"threshold_uncertainty_score":0.9998322,"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."}}