{"id":"W4298109234","doi":"10.1093/occmed/kqac083","title":"Cryoglobulins and cold agglutinins for hand arm vibration syndrome","year":2022,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cold Agglutinin; Cryoglobulins; Cryoglobulin; Medicine; Physical examination; Internal medicine; Surgery; Dermatology; Immunology; Cryoglobulinemia; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005898258,0.0003093586,0.0002772279,0.0008363131,0.0004141197,0.0004600552,0.0003307794,0.0003774088,0.002853805],"category_scores_gemma":[0.001913322,0.0001438418,0.0003313693,0.0008463822,0.0003771858,0.0002700213,0.0002213936,0.0004569283,0.000307918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005783463,"about_ca_system_score_gemma":0.0008134173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007819735,"about_ca_topic_score_gemma":0.01030972,"domain_scores_codex":[0.9995825,0.00006592077,0.00005984647,0.00005518896,0.0001465964,0.00009003213],"domain_scores_gemma":[0.9981616,0.000506878,0.0007488217,0.00006978705,0.0002870509,0.000225968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005911523,0.00001256135,0.9973601,0.00001423269,0.000008083489,0.0007330029,0.00003284073,0.00001533036,0.0002553387,0.00001484039,0.0001625351,0.001332113],"study_design_scores_gemma":[0.00000734629,0.00008277765,0.9943784,0.00003595894,0.00002043177,0.004596812,0.0001227001,0.0001010277,0.0001897363,0.00002584439,0.0004364219,0.000002465754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953427,0.001581141,0.0001539526,0.0003011223,0.00003761741,0.00002719992,0.0004488585,0.00001033134,0.002097043],"genre_scores_gemma":[0.9993086,0.0002136802,0.00009240267,0.00006155339,0.00002813211,0.000004663454,0.0001667772,0.000001206096,0.0001229891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007819735,"threshold_uncertainty_score":0.01554847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710375903439767,"score_gpt":0.3455510399409401,"score_spread":0.3084472809065424,"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."}}