{"id":"W3172327471","doi":"10.3389/fphys.2021.654928","title":"Localized Oxygen Exchange Platform for Intravital Video Microscopy Investigations of Microvascular Oxygen Regulation","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intravital microscopy; Oxygen transport; Oxygen; Microcirculation; Oxygenation; Skeletal muscle; Anatomy; Chemistry; Biophysics; Biomedical engineering; Biology; Medicine; Internal medicine","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":[0.0003756222,0.0003565127,0.0003523674,0.0003332963,0.0002900671,0.0003491555,0.000721405,0.0006140054,0.00150796],"category_scores_gemma":[0.0003074633,0.000207478,0.0002205603,0.0001731727,0.0002954846,0.0003855456,0.0005762848,0.001040724,0.000345283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004791885,"about_ca_system_score_gemma":0.0003900324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228367,"about_ca_topic_score_gemma":0.001590002,"domain_scores_codex":[0.9998333,0.00002967827,0.000006528285,0.00004879121,0.00004941671,0.00003210465],"domain_scores_gemma":[0.9998243,0.00006610451,0.00003880599,0.00002112763,0.00002621939,0.00002331863],"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":[0.00001927,0.00002515197,0.00007673608,0.00002811313,0.000003453329,0.00003711518,0.00001589911,0.0005805946,0.9956305,0.001159006,0.00009765556,0.002326578],"study_design_scores_gemma":[0.00002747525,0.0003116306,0.001769793,0.00002318884,0.00002182128,0.0002163726,0.00004443847,0.04576655,0.9426432,0.0009849054,0.008161386,0.00002926439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3211113,0.001881848,0.6720675,0.0004668254,0.0001297222,0.0001955329,0.0004905239,0.0009990982,0.002657608],"genre_scores_gemma":[0.6434474,0.001766066,0.3496867,0.0002150346,0.00008287089,0.0006800355,0.0005674887,0.0001750469,0.003379354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00150796,"threshold_uncertainty_score":0.005044639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008152679780328742,"score_gpt":0.2333694553230395,"score_spread":0.2252167755427107,"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."}}