{"id":"W4225966175","doi":"10.3390/app12010307","title":"Using a Human Circulation Mathematical Model to Simulate the Effects of Hemodialysis and Therapeutic Hypothermia","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Lawson Health Research Institute; Western University","funders":"Canarie","keywords":"Medicine; Hypothermia; Atrial fibrillation; Cardiology; Blood pressure; Hemodialysis; Dialysis; Population; Heart rate; Internal medicine; Anesthesia","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":[0.0003989548,0.0004855604,0.0005365596,0.0002760376,0.0003045024,0.0007301491,0.0006449734,0.00114987,0.001641798],"category_scores_gemma":[0.001307241,0.0002724817,0.0008076156,0.0002302769,0.0005817425,0.0005058513,0.0006633748,0.0008408853,0.000153621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006803867,"about_ca_system_score_gemma":0.001079333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007604005,"about_ca_topic_score_gemma":0.002654598,"domain_scores_codex":[0.9998044,0.00008520998,0.000008542498,0.00004049672,0.00003331389,0.00002791122],"domain_scores_gemma":[0.9993603,0.000407404,0.00008997676,0.0000269538,0.00008044693,0.00003504399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002454512,0.0000210473,0.0005527701,0.00002332482,0.00001821415,0.00006101155,0.00002250774,0.9944418,0.001287161,0.002636133,0.0001136247,0.0007978604],"study_design_scores_gemma":[0.00001265376,0.00002917238,0.0002056059,0.000003356534,0.000009750142,0.00001747178,0.000006041399,0.9983776,0.0002351046,0.0007720644,0.0003263454,0.000004829866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3585467,0.0008107283,0.6224349,0.001604942,0.0001850581,0.0002086862,0.000832194,0.0002768101,0.01509994],"genre_scores_gemma":[0.9746018,0.0003804894,0.02014985,0.0001443462,0.00004271734,0.0002921306,0.0001805267,0.00002720936,0.004180854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007604005,"threshold_uncertainty_score":0.01511949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428329405627077,"score_gpt":0.3242301964387714,"score_spread":0.2699469023825007,"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."}}