{"id":"W4220698114","doi":"10.1016/j.bpr.2022.100046","title":"KHz-rate volumetric voltage imaging of the whole Zebrafish heart","year":2022,"lang":"en","type":"article","venue":"Biophysical Reports","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Heart and Stroke Foundation of Canada; European Molecular Biology Organization","keywords":"Zebrafish; Voltage; Temporal resolution; Biomedical engineering; Volume (thermodynamics); Computer science; Atrioventricular canal; Computer vision; Artificial intelligence; Physics; Medicine; Optics; Chemistry; Cardiology; Heart disease","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":[0.0001919436,0.0001187107,0.00014567,0.00003552895,0.0001586555,0.00001109901,0.0002096182,0.00003210496,0.00001791566],"category_scores_gemma":[0.0001620563,0.00009993821,0.0001608157,0.0003470581,0.0001493914,0.000004835685,0.0005718737,0.0001510255,0.000001540599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869551,"about_ca_system_score_gemma":0.00007411129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003025049,"about_ca_topic_score_gemma":9.674017e-7,"domain_scores_codex":[0.9989133,0.00005768332,0.0002548089,0.0003581162,0.0002085486,0.0002074844],"domain_scores_gemma":[0.9990451,0.000009384678,0.0001980002,0.0006432268,0.00006068118,0.00004361267],"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":[0.00001156025,0.00008116345,0.008209004,0.000005639757,0.000006409175,0.00001723031,0.000008223995,0.00001912893,0.9832814,0.00002023397,0.007850923,0.0004890831],"study_design_scores_gemma":[0.00005635027,0.00008408906,0.01205678,0.000005803423,0.000008240885,0.00005710783,0.0000226868,0.00004179188,0.9191477,0.0003090204,0.06809118,0.0001192735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995241,0.0002132438,0.00342854,0.0002244185,0.0002869594,0.0002641838,0.00002920421,0.00003691813,0.0002754899],"genre_scores_gemma":[0.9975132,0.000003596485,0.001091541,0.0003789003,0.00009181884,0.00002970673,0.00002904905,0.00002353866,0.0008386577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06413373,"threshold_uncertainty_score":0.4075362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004792471022552085,"score_gpt":0.2457179978861158,"score_spread":0.2409255268635637,"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."}}