{"id":"W4280540621","doi":"10.1101/2022.05.12.491149","title":"Myofiber reconstruction at micron scale reveals longitudinal bands in heart ventricular walls","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute","funders":"Biotechnology Industry Research Assistance Council; Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; American Heart Association; Indo-French Centre for the Promotion of Advanced Research; Department of Biotechnology, Ministry of Science and Technology, India; Science and Engineering Research Board; The Wellcome Trust DBT India Alliance; Department of Science and Technology, Ministry of Science and Technology, India; Children's Investment Fund Foundation; Wellcome Trust; Rajiv Gandhi University of Health Sciences","keywords":"Myocyte; Magnification; Contraction (grammar); High resolution; Ventricular function; Beat (acoustics); Human heart; Anatomy; Physics; Cardiology; Optics; Biology; Internal medicine; Geology; Medicine; Remote sensing","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":[0.000244723,0.0002365656,0.0001941907,0.0007806855,0.0001582374,0.0005479648,0.0001793122,0.0004072395,0.001731175],"category_scores_gemma":[0.0002893721,0.0002913517,0.0001395905,0.000290886,0.0002206855,0.0002858538,0.0003473233,0.0003708821,0.0005094978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100615,"about_ca_system_score_gemma":0.0001969289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006783944,"about_ca_topic_score_gemma":0.001079779,"domain_scores_codex":[0.9999315,0.000007898946,0.000004240568,0.00001571486,0.00002452862,0.00001610577],"domain_scores_gemma":[0.9997541,0.00006887603,0.00005702296,0.00004865716,0.00004061141,0.00003071031],"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":[0.000120924,0.00003759955,0.002606578,0.00007598171,0.00001677132,0.0003495634,0.0001265725,0.003385367,0.9838245,0.0008506243,0.0003731054,0.008232398],"study_design_scores_gemma":[0.00004597049,0.0002858896,0.2006662,0.0001257279,0.00008755421,0.003652052,0.0005742813,0.1941573,0.5866045,0.00378871,0.00991365,0.0000981984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884914,0.0007679812,0.1095052,0.0001814408,0.00003777775,0.00002888328,0.001175336,0.001145588,0.002243798],"genre_scores_gemma":[0.9073525,0.0006505553,0.08770546,0.0000538995,0.00001763733,0.00002347498,0.001435647,0.000362676,0.002398114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731175,"threshold_uncertainty_score":0.005791426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255334681825962,"score_gpt":0.223693949052251,"score_spread":0.2111406022339913,"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."}}