{"id":"W4200449740","doi":"10.1016/j.jbspin.2021.105324","title":"Skeletal lesions in POEMS syndrome","year":2021,"lang":"en","type":"article","venue":"Joint Bone Spine","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Joint bone; POEMS syndrome; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00006559738,0.0001052908,0.000295736,0.0000750074,0.00003094401,0.000009665917,0.00002326755,0.00005110125,0.0007518118],"category_scores_gemma":[0.0001493302,0.00009333798,0.000109405,0.0002929664,0.00003392604,0.00004494658,0.00005510101,0.0001992912,0.00008131762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003163124,"about_ca_system_score_gemma":0.00008300271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008362382,"about_ca_topic_score_gemma":0.0001458766,"domain_scores_codex":[0.9991378,0.00002131237,0.0002435921,0.0002189617,0.0001581597,0.0002201833],"domain_scores_gemma":[0.9995773,0.000004815626,0.00003012876,0.0002392222,0.00003722388,0.0001112434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001505343,0.003533248,0.01271644,0.0007130309,0.00009727337,0.06885418,0.0004453803,0.0001032185,0.8093666,0.004547592,0.03973028,0.05974216],"study_design_scores_gemma":[0.004440816,0.0007955608,0.914349,0.000350242,0.00004366127,0.00370327,0.0004283001,0.0005962501,0.002989361,0.0003579225,0.07161286,0.0003328085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832247,0.001123417,0.00007254798,0.007232314,0.0002206415,0.0001189259,0.00000338433,0.00005298656,0.007951027],"genre_scores_gemma":[0.9893281,0.0002246343,0.0008297968,0.002033085,0.00005334963,0.000009043112,0.00002756162,0.0000194532,0.007474939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9016325,"threshold_uncertainty_score":0.8231813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608168692091618,"score_gpt":0.2683133137322358,"score_spread":0.2422316268113197,"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."}}