{"id":"W4388678198","doi":"10.5114/ait.2023.132522","title":"Clarification on viscosity vs. viscoelasticity","year":2023,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viscoelasticity; Medicine; Viscosity; Thermodynamics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004028429,0.0007211173,0.001280342,0.000684716,0.0002012594,0.00003329477,0.0003817655,0.00216237,0.0001042152],"category_scores_gemma":[0.0008694028,0.0006015631,0.0004060207,0.0004431564,0.0004946209,0.00007090272,0.00004373227,0.00343034,0.002300069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182829,"about_ca_system_score_gemma":0.0002542543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387534,"about_ca_topic_score_gemma":0.00001761865,"domain_scores_codex":[0.9961955,0.0006040467,0.0006916947,0.001185561,0.0005513435,0.0007718304],"domain_scores_gemma":[0.9957393,0.0008230421,0.0004903825,0.001195868,0.001619187,0.0001321652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00204107,0.00011121,0.00206827,0.00008078795,0.0003817643,0.001443394,0.000396486,0.000006460327,0.001784865,0.0001160465,0.9639844,0.0275853],"study_design_scores_gemma":[0.003429935,0.01540415,0.4105351,0.000698855,0.0003701727,0.0001851676,0.0003413328,0.0001063308,0.004275633,0.002409658,0.5610181,0.001225509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3204943,0.0002217053,0.0001442894,0.6755861,0.001270619,0.00132543,0.00006454893,0.0005210907,0.0003718919],"genre_scores_gemma":[0.08831895,0.002501301,0.0001783472,0.9030756,0.002406367,0.0001714016,0.001967207,0.0002268355,0.001154036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4084669,"threshold_uncertainty_score":0.9996436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08197117271919513,"score_gpt":0.3221662089761921,"score_spread":0.240195036256997,"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."}}