{"id":"W4400352607","doi":"10.1093/occmed/kqae023.1376","title":"P-573 CRYOGLOBULINS AND COLD AGGLUTININS FOR HAND ARM VIBRATION SYNDROME","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryoglobulins; Cold Agglutinin; Medicine; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125488,0.0002784745,0.0002710437,0.0009134972,0.0004474536,0.0004799668,0.0003247363,0.0002755779,0.00443005],"category_scores_gemma":[0.001141929,0.0001604316,0.0003021406,0.0008165116,0.0003958441,0.0002756949,0.0002513161,0.0003227847,0.0003976428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564521,"about_ca_system_score_gemma":0.0006819158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121974,"about_ca_topic_score_gemma":0.01638884,"domain_scores_codex":[0.9996843,0.00003984934,0.00003394015,0.00005537496,0.00009654211,0.0000899162],"domain_scores_gemma":[0.999057,0.0001919414,0.0003445947,0.00003371021,0.0001862961,0.0001865196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002750529,0.000007726863,0.9978811,0.000006433596,0.000006829281,0.0009223593,0.00002596231,0.00001269418,0.0002594888,0.00001102966,0.000139858,0.00069894],"study_design_scores_gemma":[0.000004937031,0.00005743052,0.9925558,0.00002021056,0.00001273902,0.006552651,0.0001703718,0.0001477446,0.0001817794,0.00001789807,0.0002757733,0.000002654021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973742,0.000434756,0.0000917297,0.0001118321,0.00001591757,0.00001187777,0.0004443274,0.00000690219,0.001508382],"genre_scores_gemma":[0.9994993,0.00008386092,0.0000398449,0.00003168633,0.00001271221,0.000002261851,0.0001804341,9.555813e-7,0.0001488454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02121974,"threshold_uncertainty_score":0.04219246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741821469590868,"score_gpt":0.3694919368120685,"score_spread":0.3320737221161598,"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."}}