{"id":"W1976712616","doi":"10.1080/10739680591003332","title":"A New Video Image Analysis System to Study Red Blood Cell Dynamics and Oxygenation in Capillary Networks","year":2005,"lang":"en","type":"article","venue":"Microcirculation","topic":"Blood properties and coagulation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Oxygenation; Dynamics (music); Blood capillary; Computer science; Capillary action; Medicine; Cardiology; Internal medicine; Physics; Circulatory system; Acoustics","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":[0.001102862,0.0007832622,0.0005257675,0.001837745,0.0004895934,0.0008306337,0.001432713,0.0009027442,0.01117375],"category_scores_gemma":[0.0009745614,0.000425509,0.0004378615,0.0008814029,0.0003252761,0.001008416,0.0006930686,0.0009239937,0.002328896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006494753,"about_ca_system_score_gemma":0.0006561411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238824,"about_ca_topic_score_gemma":0.002249591,"domain_scores_codex":[0.9993066,0.00006739833,0.00004254454,0.0001843798,0.000354699,0.00004445968],"domain_scores_gemma":[0.9991176,0.0001996361,0.00006363544,0.00008110057,0.0004476551,0.00009042367],"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":[0.000338107,0.0001431623,0.001124369,0.0003904164,0.00006189207,0.0002029328,0.0001173921,0.0009478392,0.7964248,0.002992566,0.01361111,0.1836454],"study_design_scores_gemma":[0.0002374038,0.0009610989,0.009884272,0.0001186878,0.0001510931,0.002477506,0.00006275145,0.1677019,0.6665394,0.001141404,0.1505339,0.0001905642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03210152,0.001362738,0.9461884,0.0003315646,0.0004064304,0.0007918723,0.001941058,0.01225058,0.00462586],"genre_scores_gemma":[0.05451229,0.0007675077,0.9300605,0.0003503029,0.0001536716,0.001752131,0.002141834,0.0007358088,0.009525994],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01117375,"threshold_uncertainty_score":0.03737992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005738830383205997,"score_gpt":0.2173539462510989,"score_spread":0.2116151158678929,"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."}}