{"id":"W4293145082","doi":"10.1016/j.rhum.2022.03.003","title":"Lésions osseuses d’un syndrome POEMS","year":2022,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"POEMS syndrome; Medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003109935,0.0003190185,0.0005751853,0.0001378249,0.0008666153,0.00004948326,0.0003384274,0.0001003324,0.03271939],"category_scores_gemma":[0.0002347919,0.0003644968,0.0002748246,0.0005066051,0.0001773021,0.0001616303,0.0004185693,0.0007001935,0.0006960772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382409,"about_ca_system_score_gemma":0.0001469586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003508783,"about_ca_topic_score_gemma":0.00005294071,"domain_scores_codex":[0.997537,0.0003196405,0.0005321793,0.000483459,0.0004078562,0.0007198205],"domain_scores_gemma":[0.9986268,0.0001777549,0.0001777772,0.0006317047,0.00005122417,0.0003347245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004179534,0.006369517,0.02377327,0.005435895,0.0009487684,0.04438035,0.02722249,0.004844385,0.004553222,0.1243969,0.5145077,0.2431495],"study_design_scores_gemma":[0.002551457,0.001882492,0.02490496,0.0007884722,0.0003551205,0.01200729,0.004641104,0.004394386,0.000024038,0.002118308,0.9456297,0.0007027077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270442,0.1010274,0.0002065107,0.03831177,0.01300146,0.0008685843,0.0004626396,0.0002628141,0.01881456],"genre_scores_gemma":[0.9558448,0.004571329,0.0003313049,0.002929706,0.0005969132,0.0001298955,0.00008435445,0.00009864663,0.03541309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4311219,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032673870857323,"score_gpt":0.2408921027790221,"score_spread":0.2205653640704489,"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."}}