{"id":"W2131035000","doi":"10.1093/occmed/kqn027","title":"The sensitivity and specificity of thermometry and plethysmography in the assessment of hand-arm vibration syndrome","year":2008,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Plethysmograph; Medicine; Stage (stratigraphy); Internal medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593936,0.00009374809,0.000274712,0.0001768501,0.0001465482,0.000003911251,0.00003898089,0.00005049703,0.00001493521],"category_scores_gemma":[0.0005322719,0.00004978226,0.00002513061,0.0003895147,0.0007245182,0.00006615119,0.00001671018,0.0001741556,1.846467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940468,"about_ca_system_score_gemma":0.0001142114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401108,"about_ca_topic_score_gemma":0.00005061841,"domain_scores_codex":[0.9985709,0.0002719411,0.0003621557,0.0001451988,0.0005489282,0.0001008962],"domain_scores_gemma":[0.997445,0.001954462,0.0001877789,0.0001892425,0.0001704616,0.00005302595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002838056,0.000265162,0.9687817,0.0002296821,0.0000450749,0.00004043137,0.001015754,0.00001044863,0.01789491,0.0074764,0.0003572014,0.0035994],"study_design_scores_gemma":[0.001119999,0.000870318,0.9953135,0.0001419636,0.00002151991,0.0002531312,0.0002566953,0.001035267,0.0006500541,0.0002114138,0.00008775695,0.00003841061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880978,0.0005692675,0.001293329,0.009017694,0.00005357844,0.0005055984,0.00001093285,0.000005580334,0.0004462339],"genre_scores_gemma":[0.9979756,0.0005108676,0.0008091861,0.000584116,0.00006367282,0.00001167961,0.00003209302,0.000005635716,0.000007160094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653173,"threshold_uncertainty_score":0.2669518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489264863816074,"score_gpt":0.3488470230735732,"score_spread":0.3139543744354125,"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."}}