{"id":"W2082024413","doi":"10.1007/s10877-007-9105-9","title":"Near-Infrared Spectroscopy to Monitor Peripheral Blood Flow Perfusion","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Monitoring and Computing","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Reproducibility; Plethysmograph; Perfusion; Reactive hyperemia; Peripheral; Forearm; Medicine; Biomedical engineering; Blood flow; Anesthesia; Cardiology; Internal medicine; Surgery; Chemistry","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":[0.0004232746,0.0004010559,0.0003753604,0.0005567279,0.000188432,0.0004404421,0.0002853296,0.0005858849,0.001271483],"category_scores_gemma":[0.0009983934,0.0001805394,0.000194791,0.0004285245,0.0001572303,0.0005345963,0.0001992836,0.0006668484,0.0003856009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233875,"about_ca_system_score_gemma":0.0001396743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197587,"about_ca_topic_score_gemma":0.0008417865,"domain_scores_codex":[0.9997551,0.00009138055,0.00001172554,0.00004863345,0.00008105725,0.00001221433],"domain_scores_gemma":[0.9995777,0.0002361213,0.00004928581,0.00002438578,0.0000852013,0.00002724257],"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":[0.002231017,0.0006008749,0.03072608,0.0004922108,0.0002631727,0.0004945159,0.0002070463,0.001777434,0.6214352,0.000642277,0.00338386,0.3377463],"study_design_scores_gemma":[0.0004580224,0.005435962,0.1622123,0.0003359468,0.001177151,0.01185527,0.0004263703,0.1138714,0.6863858,0.003428804,0.01421847,0.0001945498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233192,0.01872018,0.1420948,0.00100417,0.0007074542,0.0001778946,0.0005331013,0.000879356,0.01256381],"genre_scores_gemma":[0.9204817,0.004377534,0.06855091,0.001477513,0.0003423819,0.0001316994,0.0001321096,0.0001068113,0.004399409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001271483,"threshold_uncertainty_score":0.004253566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043166889738606,"score_gpt":0.3755492572230557,"score_spread":0.3451175883256696,"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."}}