{"id":"W4324353166","doi":"10.3791/65019","title":"Innovative Animal Models Of Cardiac Remodeling: Development And Evaluation","year":2023,"lang":"en","type":"editorial","venue":"Journal of Visualized Experiments","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Dalhousie University","funders":"Science and Technology Planning Project of Guangdong Province; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Cardiology; Internal medicine; Heart failure; Ejection fraction; Medicine; Atrial fibrillation; Ligation; Myocardial infarction; Cardiomyopathy; Cardiac function curve","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":[0.005754392,0.001594623,0.00164506,0.00270289,0.0006965064,0.002173964,0.002018034,0.002045298,0.007162901],"category_scores_gemma":[0.002071623,0.0006907402,0.001426465,0.001035136,0.001070967,0.001770183,0.001239529,0.003571814,0.003331321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009373785,"about_ca_system_score_gemma":0.001533423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006587542,"about_ca_topic_score_gemma":0.001214461,"domain_scores_codex":[0.9978614,0.0005329812,0.000218494,0.0002202573,0.0009668168,0.0001999017],"domain_scores_gemma":[0.9979979,0.0003029047,0.0003520987,0.0003967609,0.0005587846,0.0003914178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001975207,0.003561197,0.002445336,0.005312961,0.000459606,0.001269819,0.0002775068,0.001589038,0.4783317,0.02512921,0.04900935,0.4306391],"study_design_scores_gemma":[0.001517675,0.01985009,0.008214382,0.003436144,0.001289664,0.008062095,0.0003363478,0.006291042,0.2780247,0.01228101,0.6604381,0.0002586967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.09438842,0.3320061,0.4502313,0.01388111,0.00949842,0.01093197,0.008905575,0.006855154,0.07330194],"genre_scores_gemma":[0.2231466,0.3476287,0.3280007,0.007413873,0.003288653,0.02145458,0.01356861,0.001015403,0.05448287],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007162901,"threshold_uncertainty_score":0.03043252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0928296800031783,"score_gpt":0.477544316220918,"score_spread":0.3847146362177397,"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."}}