{"id":"W1988967890","doi":"10.1115/fedsm-icnmm2010-31330","title":"Observing Human Blood Cells in Flow Through Microchannels","year":2010,"lang":"en","type":"article","venue":"","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biophysics; Suspension (topology); Reynolds number; Chemistry; Materials science; Endothelium; Blood flow; Hemostasis; Blood viscosity; In vivo; Biomedical engineering; Nanotechnology; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002297136,0.0001982931,0.0001652135,0.0002417741,0.0002783606,0.0002755459,0.0002758713,0.0003397885,0.00118261],"category_scores_gemma":[0.0002017305,0.0001112541,0.0001370285,0.0001752987,0.0002388136,0.0002244273,0.0001855645,0.0002880179,0.0003037025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003752819,"about_ca_system_score_gemma":0.0002409609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619795,"about_ca_topic_score_gemma":0.001583584,"domain_scores_codex":[0.9998764,0.00001626708,0.000005720607,0.00004809295,0.00002943409,0.00002412417],"domain_scores_gemma":[0.999891,0.00004921445,0.00001850785,0.00001139917,0.00001698938,0.00001278352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001121084,0.00003271332,0.001221431,0.00006178909,0.000006035922,0.0000799018,0.0002118358,0.0007275145,0.9833726,0.0008346255,0.0004703458,0.01286918],"study_design_scores_gemma":[0.000031621,0.0003682722,0.01235699,0.00002971997,0.00002941986,0.0005181537,0.0001767606,0.01761757,0.9441368,0.0008867791,0.02380379,0.00004420153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794013,0.006081653,0.1049166,0.000372261,0.0002297936,0.0001957612,0.001142668,0.0011286,0.006531444],"genre_scores_gemma":[0.8792165,0.003084686,0.1079351,0.0002314845,0.00008981868,0.0002101645,0.0005244508,0.00005301142,0.008654784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619795,"threshold_uncertainty_score":0.003956258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448714717834274,"score_gpt":0.2603900013511558,"score_spread":0.2359028541728131,"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."}}