{"id":"W1580985748","doi":"","title":"Reductions in finger blood flow induced by low magnitude hand-transmitted vibration","year":2011,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plethysmograph; Blood flow; Quartile; Accelerometer; Medicine; Mathematics; Cardiology; Physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529299,0.0001516862,0.0002079994,0.0003911621,0.0001332244,0.00002790771,0.00008105198,0.0002149054,0.0005357323],"category_scores_gemma":[0.0002215129,0.0001679321,0.00003641194,0.0004048185,0.00006252633,0.0001282847,0.000005097393,0.0003571869,0.00006583983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340277,"about_ca_system_score_gemma":0.00136196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02482586,"about_ca_topic_score_gemma":0.02150008,"domain_scores_codex":[0.9988366,0.00005195792,0.0002985217,0.0002473675,0.000160373,0.0004051804],"domain_scores_gemma":[0.9988196,0.00004303818,0.00005253479,0.0002705612,0.0001364489,0.0006778453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009242776,0.0006082618,0.004225057,0.0003767634,0.0001013209,0.0003055099,0.003399959,0.0001762071,0.9520437,0.00021186,0.02797781,0.0104811],"study_design_scores_gemma":[0.01296141,0.003260607,0.7646046,0.001379102,0.001219715,0.0003131784,0.001213705,0.06776434,0.1407527,0.0008560503,0.003671057,0.002003496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879738,0.0001511238,0.005933225,0.002392455,0.0003881712,0.0007668498,0.00008191873,0.0000693482,0.002243073],"genre_scores_gemma":[0.9869229,0.00004756475,0.009668143,0.002675277,0.000158836,0.00003411363,0.0001636201,0.00003882311,0.0002907211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.811291,"threshold_uncertainty_score":0.996355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219956714599236,"score_gpt":0.2530106261325598,"score_spread":0.2308110589865675,"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."}}