{"id":"W3043816550","doi":"10.1101/2020.07.13.196063","title":"KHz-rate volumetric voltage imaging of the whole zebrafish heart","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Heart and Stroke Foundation of Canada","keywords":"Zebrafish; Voltage; Temporal resolution; Volume (thermodynamics); Biomedical engineering; Computer science; Atrioventricular canal; Computer vision; Materials science; Physics; Optics; Chemistry; Medicine; 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":[0.0004012951,0.0005182573,0.0005039611,0.0001388678,0.0001353133,0.0000942076,0.001143266,0.000430107,0.000009779514],"category_scores_gemma":[0.0005843604,0.0004939426,0.0003027646,0.0006381847,0.0003152591,0.00001328956,0.001738275,0.0007100216,0.00001625954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008810575,"about_ca_system_score_gemma":0.0004745393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003178288,"about_ca_topic_score_gemma":0.000001551843,"domain_scores_codex":[0.9974646,0.0001483433,0.0005365924,0.001082611,0.0002745073,0.0004933632],"domain_scores_gemma":[0.9970719,0.00001872903,0.0004945624,0.001815433,0.0004290036,0.0001704106],"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":[0.00002176346,0.00005110043,0.01646654,0.0001687751,0.00005044422,0.000005518597,0.000002818259,0.00001891013,0.9792606,0.00003260567,0.003919026,0.000001944963],"study_design_scores_gemma":[0.000194756,0.00004555329,0.04377063,0.000197032,0.00005090909,2.172466e-8,0.000002123788,0.000113067,0.9348635,0.000005417971,0.02027636,0.0004806242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280187,0.004128797,0.06268181,0.001081203,0.001330017,0.00157095,0.0008001575,0.0003699335,0.00001843318],"genre_scores_gemma":[0.981834,0.0001427522,0.01656274,0.0008575488,0.0003675008,0.0000676181,0.000001395924,0.0001533387,0.00001307851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05381532,"threshold_uncertainty_score":0.9997512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008134921747754107,"score_gpt":0.2306165453443994,"score_spread":0.2224816235966453,"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."}}