{"id":"W3115779622","doi":"10.1136/bcr-2020-239667","title":"Digital gangrene due to hand arm vibration syndrome","year":2020,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Gangrene; Surgery; RAYNAUD DISEASE; Dermatology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002143683,0.0001375669,0.0003139037,0.00007817207,0.00008757026,0.00009527356,0.00001634592,0.00007776352,0.0001999886],"category_scores_gemma":[0.001580882,0.0001275059,0.00006873484,0.0002630973,0.00002408763,0.0002428206,0.00003842679,0.0001216828,0.0002039629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005881669,"about_ca_system_score_gemma":0.0002693309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002403653,"about_ca_topic_score_gemma":0.00001006139,"domain_scores_codex":[0.9985636,0.0000253793,0.0005123805,0.0003629404,0.0003345786,0.0002010658],"domain_scores_gemma":[0.998588,0.00005968962,0.000178099,0.0003462578,0.0001461998,0.0006817111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008141959,0.00009160449,0.00111341,0.0002008134,0.00002295507,0.9819633,0.0002423163,0.00003916198,0.002391757,0.00001653094,0.005882641,0.007954112],"study_design_scores_gemma":[0.0004019825,0.001279384,0.003150339,0.0001184622,0.00003346604,0.9793411,0.00006923647,0.0004715798,0.008464904,0.00002743119,0.006477742,0.000164367],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678976,0.00005406571,0.005074402,0.02081246,0.0002304371,0.001614842,0.000008523197,0.000173014,0.004134669],"genre_scores_gemma":[0.9920019,0.000001110232,0.001213069,0.005902096,0.0003224154,0.00005331265,0.00009558215,0.00003058683,0.0003799377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0241043,"threshold_uncertainty_score":0.519954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916521931779516,"score_gpt":0.3283557252110781,"score_spread":0.299190505893283,"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."}}