{"id":"W3142811407","doi":"10.1111/micc.12698","title":"Development and validation of a novel microfluidic device for the manipulation of skeletal muscle microvascular blood flow in vivo","year":2021,"lang":"en","type":"article","venue":"Microcirculation","topic":"Blood properties and coagulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biomedical engineering; Microfluidics; Blood flow; Microscale chemistry; Perfusion; Polydimethylsiloxane; Microcirculation; Hematocrit; Chemistry; Materials science; Volumetric flow rate; Anatomy; Biophysics; Nanotechnology; Medicine; Biology; 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":[0.001583164,0.0004579428,0.000245913,0.0002675129,0.000286657,0.0004034142,0.0005607445,0.0005832999,0.0005298756],"category_scores_gemma":[0.0007963891,0.0002236167,0.0002901589,0.00007427854,0.0003911863,0.0002626201,0.0002937893,0.0003568988,0.0002126642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877897,"about_ca_system_score_gemma":0.0006766172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000460654,"about_ca_topic_score_gemma":0.0005007452,"domain_scores_codex":[0.9996021,0.00006375046,0.00004691997,0.00009883727,0.0001433384,0.00004496866],"domain_scores_gemma":[0.9996075,0.0001201262,0.00008574518,0.00004247824,0.000100159,0.00004394333],"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":[0.00002905663,0.00003828255,0.0001756681,0.00005984273,0.000005292424,0.00002676611,0.00001292458,0.0002399478,0.9948754,0.0002312739,0.00005736038,0.004248211],"study_design_scores_gemma":[0.0000486093,0.0006544675,0.001557189,0.00001987258,0.00001791237,0.0001183997,0.00001065118,0.00568332,0.987664,0.00006986727,0.004143312,0.00001236872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4919727,0.003270092,0.4980947,0.0007758026,0.0005394176,0.001792725,0.000893348,0.0008509452,0.00181033],"genre_scores_gemma":[0.5872643,0.001601937,0.4065745,0.0002492284,0.000102765,0.001629907,0.0004564381,0.00004325221,0.002077667],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001583164,"threshold_uncertainty_score":0.008372664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556707251219891,"score_gpt":0.2483780290480142,"score_spread":0.2128109565358153,"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."}}