{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006085741,0.0001373528,0.0003087125,0.00020925,0.0005159118,0.00001145964,0.00005827573,0.00005019878,0.0008357574],"category_scores_gemma":[0.0008437494,0.0001240325,0.00003819373,0.000246191,0.0001431983,0.00009398696,0.00004420681,0.0001909142,0.000006848829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409241,"about_ca_system_score_gemma":0.0003205818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004518043,"about_ca_topic_score_gemma":0.00001095441,"domain_scores_codex":[0.9984934,0.00007040433,0.0003635021,0.0003031025,0.0005676204,0.0002020087],"domain_scores_gemma":[0.9987036,0.0005316306,0.0001560783,0.0001818762,0.0002055435,0.0002212874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01266125,0.003557463,0.1773127,0.003169304,0.0006737757,0.0004288559,0.004482716,0.001376907,0.1633671,0.2651438,0.3458936,0.02193259],"study_design_scores_gemma":[0.01801151,0.01977056,0.7941474,0.0003243003,0.0003005962,0.001436246,0.0006279366,0.01501904,0.001818199,0.002270338,0.1458204,0.0004533713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970879,0.001156206,0.02293765,0.07135022,0.00113926,0.003653577,0.0003242303,0.0001737849,0.002177206],"genre_scores_gemma":[0.9826366,0.00001873292,0.004680802,0.01009542,0.000406242,0.00042707,0.0008624969,0.00002611733,0.0008465007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6168347,"threshold_uncertainty_score":0.9150957,"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."}}