{"id":"W2769137899","doi":"10.1016/j.cmpb.2017.11.025","title":"Detection of multipoint pulse waves and dynamic 3D pulse shape of the radial artery based on binocular vision theory","year":2017,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Pulse (music); Computer science; Computer vision; Artificial intelligence; Ultrashort pulse; Pulse wave; Optics; Centroid; Physics; Detector; Laser","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":[0.0002660268,0.0002768866,0.0004262014,0.001164192,0.0002195884,0.0004484798,0.0004539328,0.0004319616,0.0009435383],"category_scores_gemma":[0.0007751177,0.0002023853,0.0005418907,0.0004828253,0.0002847195,0.000564262,0.0004835987,0.0002569315,0.0001702351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492869,"about_ca_system_score_gemma":0.0005232068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582675,"about_ca_topic_score_gemma":0.001706364,"domain_scores_codex":[0.9997942,0.00003234737,0.000007358135,0.00004615588,0.00008974368,0.00003017526],"domain_scores_gemma":[0.999781,0.00008563149,0.00001997627,0.00001321304,0.00007597579,0.00002430742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004013967,0.0001699312,0.01166133,0.0003471109,0.0001329069,0.0005416667,0.000372858,0.02312226,0.4160973,0.01858275,0.00210887,0.5264617],"study_design_scores_gemma":[0.00004679801,0.0003265634,0.0281269,0.0000412978,0.0001327907,0.001619123,0.0001572843,0.9105873,0.0486385,0.00822161,0.002018958,0.00008285236],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1573098,0.0005357161,0.8377414,0.0001463211,0.00005554469,0.00005852645,0.000143947,0.0002773976,0.003731431],"genre_scores_gemma":[0.8357201,0.0005659687,0.16229,0.00007309974,0.00006093174,0.00005468244,0.0001308393,0.00002196031,0.00108231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001582675,"threshold_uncertainty_score":0.003156483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348556812635898,"score_gpt":0.3523773067525177,"score_spread":0.3288917386261587,"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."}}