{"id":"W4327605606","doi":"10.3389/fphys.2023.1086050","title":"The in vivo study of cardiac mechano-electric and mechano-mechanical coupling during heart development in zebrafish","year":2023,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Government of Canada","keywords":"Zebrafish; In vivo; Coupling (piping); Cardiology; Internal medicine; Medicine; Biomedical engineering; Chemistry; Materials science; Biology","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":[0.0002846569,0.0004302234,0.0002352475,0.0002116136,0.0002365743,0.0002135922,0.0002952205,0.0004348719,0.001395351],"category_scores_gemma":[0.0001657771,0.0002382778,0.0002736335,0.00008355745,0.0004185801,0.0002801527,0.0002975154,0.001015017,0.0003280125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003944914,"about_ca_system_score_gemma":0.0003510386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546804,"about_ca_topic_score_gemma":0.002826286,"domain_scores_codex":[0.999886,0.000007254029,0.000009120736,0.00003916147,0.00003373593,0.00002457175],"domain_scores_gemma":[0.9998401,0.00003153011,0.00005121504,0.00001305784,0.00002280318,0.00004121045],"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":[0.0000105279,0.000004143018,0.00006240721,0.00001526353,7.976691e-7,0.00001607723,0.00001039114,0.0000163221,0.9995221,0.00004034691,0.00001247919,0.0002891515],"study_design_scores_gemma":[0.00002780617,0.0005684412,0.01289412,0.00001921142,0.00001728069,0.000199677,0.00004969837,0.001306854,0.9824414,0.00008946849,0.002375048,0.0000109597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462684,0.001597291,0.04589254,0.0003709039,0.0001633942,0.000252133,0.001122832,0.0003239815,0.00400856],"genre_scores_gemma":[0.9488935,0.001737584,0.04163684,0.0002516804,0.0000375094,0.0005096314,0.0004965799,0.00008305508,0.006353414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546804,"threshold_uncertainty_score":0.004667878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009337522814354859,"score_gpt":0.2577986511672984,"score_spread":0.2484611283529436,"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."}}