{"id":"W3195220927","doi":"10.14814/phy2.14998","title":"Novel effects of acute COVID‐19 on cardiac mechanical function: Two case studies","year":2021,"lang":"en","type":"article","venue":"Physiological Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan; University of Regina","funders":"","keywords":"Medicine; Cardiac function curve; Diastole; Cardiology; Cardiac cycle; Internal medicine; Coronavirus disease 2019 (COVID-19); Systole; Cardiac dysfunction; Blood pressure; Disease; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006891584,0.0002640813,0.001275747,0.00005276212,0.000167012,0.000008338619,0.00005829647,0.0001361227,0.000142614],"category_scores_gemma":[0.1070243,0.0001703098,0.0005762356,0.0003776494,0.0003619965,0.0000346044,0.0005251566,0.000502007,0.00002175514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882847,"about_ca_system_score_gemma":0.0002692541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003013707,"about_ca_topic_score_gemma":0.000001526979,"domain_scores_codex":[0.9970352,0.0002236886,0.0007352903,0.0008712981,0.000714669,0.0004198239],"domain_scores_gemma":[0.9881613,0.009735881,0.0002430368,0.000790854,0.0005391653,0.0005297619],"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":[0.001447706,0.003665598,0.001662242,0.00276406,0.006700797,0.3157757,0.0001921076,0.0001566371,0.6477593,0.002508122,0.01072362,0.006644128],"study_design_scores_gemma":[0.03540211,0.0785136,0.2172752,0.00439963,0.02171528,0.02967861,0.002379971,0.001566727,0.3591941,0.1314058,0.1130041,0.005465011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900269,0.001623142,0.0009866804,0.004331028,0.001276063,0.001046564,0.00002719471,0.0002017652,0.0004806988],"genre_scores_gemma":[0.9939917,0.001359051,0.0003393416,0.003137783,0.0003632579,0.0001400405,0.00001894001,0.00001596416,0.0006339275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885652,"threshold_uncertainty_score":0.9004976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295533907402532,"score_gpt":0.4793392513727462,"score_spread":0.3497858606324931,"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."}}