{"id":"W4289947622","doi":"10.1113/jp281724","title":"A change of heart: Mechanisms of cardiac adaptation to acute and chronic hypoxia","year":2022,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Afterload; Hypoxia (environmental); Cardiology; Preload; Internal medicine; Cardiac output; Effects of high altitude on humans; Hypoxic pulmonary vasoconstriction; Medicine; Stroke volume; Blood volume; Maladaptation; Volume overload; Pulmonary hypertension; Heart rate; Blood pressure; Hemodynamics; Heart failure; Oxygen; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000267387,0.00005739945,0.000196032,0.00004057191,0.00004645757,9.092959e-7,0.0001383238,0.00002921599,0.00002216253],"category_scores_gemma":[0.000009581343,0.000042115,0.00007140546,0.0000583801,0.00004215584,0.000002637754,0.0001357524,0.00007902579,6.169266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009175363,"about_ca_system_score_gemma":0.00006320384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000220989,"about_ca_topic_score_gemma":0.000008050177,"domain_scores_codex":[0.9994119,0.0001581619,0.0001816929,0.00006462474,0.00008999385,0.00009361278],"domain_scores_gemma":[0.9995689,0.00001625116,0.0001872906,0.0001279668,0.00006799288,0.00003154156],"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":[0.0002403782,0.00002371497,0.000007999934,0.00001003315,0.0001132341,2.859088e-7,0.0003815126,0.0001952705,0.9980776,0.000172857,0.0003729761,0.0004041847],"study_design_scores_gemma":[0.0004352076,0.005718265,0.009626906,0.000009967438,0.0001434669,0.00005081289,0.0004962268,0.00003986312,0.9740973,0.001119178,0.008172361,0.00009040387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974746,0.001649922,0.000245238,0.0003514426,0.0001397279,0.00009874972,0.00002753013,6.958717e-7,0.00001215893],"genre_scores_gemma":[0.9988754,0.0003735187,0.0003336082,0.0002202656,0.0001564709,0.000005922619,0.000006045664,0.00000637922,0.00002233655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398021,"threshold_uncertainty_score":0.17174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157340895541614,"score_gpt":0.2508683131820644,"score_spread":0.235134223627903,"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."}}