{"id":"W2992029164","doi":"10.1113/ep088315","title":"Through thick and thin: The interdependence of blood viscosity, shear stress and endothelial function","year":2019,"lang":"en","type":"letter","venue":"Experimental Physiology","topic":"Blood properties and coagulation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Blood viscosity; Shear rate; Shear stress; Viscosity; Rheology; Viscometer; Materials science; Apparent viscosity; Chemistry; Newtonian fluid; Hemorheology; Reduced viscosity; Shear (geology); Blood flow; Composite material; Mechanics; Thermodynamics; Medicine; Cardiology; Physics","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":[0.00004616919,0.0002093687,0.0004069987,0.00002807955,0.00007125721,0.00001407109,0.00009410374,0.0003545867,0.0001250716],"category_scores_gemma":[0.0000065022,0.0001302405,0.00006807303,0.0000301411,0.0003112293,0.00009620804,0.0002281976,0.0006521006,0.000009660311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109944,"about_ca_system_score_gemma":0.00002613722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260174,"about_ca_topic_score_gemma":0.00000184251,"domain_scores_codex":[0.9989881,0.0001048728,0.0002087782,0.0003519826,0.0001731643,0.0001731128],"domain_scores_gemma":[0.9994716,0.00007052089,0.0001346782,0.000277132,0.00003236766,0.0000136904],"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":[0.0009631481,0.0002410537,0.0002422943,0.0007003898,0.0005832677,0.00001600048,0.002938761,0.000003872203,0.9340396,0.0002946816,0.0597253,0.0002516462],"study_design_scores_gemma":[0.008308803,0.01278988,0.02446782,0.001577134,0.001783051,0.0005613857,0.003709584,0.0003284825,0.851631,0.00167897,0.09206708,0.00109679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186027,0.01003673,0.00001203281,0.06799077,0.0009243267,0.0008955259,0.00004392537,0.00003661775,0.001457372],"genre_scores_gemma":[0.8918448,0.0001873407,0.00003735784,0.1061612,0.001188898,0.00002178624,0.00008370697,0.00002474935,0.0004501023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08240856,"threshold_uncertainty_score":0.5311055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892530379170107,"score_gpt":0.2605059442212861,"score_spread":0.241580640429585,"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."}}