{"id":"W4225163181","doi":"10.53738/revmed.2022.18.779.803","title":"Diagnostiquer une neuropathie des petites fibres","year":2022,"lang":"fr","type":"article","venue":"Revue Médicale Suisse","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Etiology; Gynecology; Skin biopsy; Dermatology; Biopsy; 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":["insufficient_payload"],"category_scores_codex":[0.0005606413,0.0004828579,0.0005139181,0.000172717,0.001243623,0.0001247274,0.001202032,0.0001743458,0.01476671],"category_scores_gemma":[0.008047584,0.0005438752,0.000338257,0.001848336,0.001829374,0.0003371804,0.00116155,0.001702109,0.001112033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387354,"about_ca_system_score_gemma":0.0001578921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003336938,"about_ca_topic_score_gemma":0.00005452328,"domain_scores_codex":[0.9936362,0.002367241,0.0006530238,0.001323516,0.0007278998,0.001292154],"domain_scores_gemma":[0.9952233,0.003088292,0.0001869394,0.0008245438,0.0000574625,0.0006194425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009349867,0.01239208,0.0792577,0.002881014,0.00008913523,0.1524352,0.004411631,0.02224854,0.1548034,0.05602837,0.2429754,0.2715425],"study_design_scores_gemma":[0.0007414219,0.002420051,0.02582262,0.0001333061,0.00007622975,0.001508073,0.0002801329,0.002480255,0.003425225,0.009631072,0.9526226,0.0008590032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8803862,0.03675199,0.0001075843,0.06321125,0.004302688,0.0008444539,0.0005433924,0.0004312488,0.01342113],"genre_scores_gemma":[0.8778526,0.005141159,0.0002663688,0.01231661,0.000906579,0.0002992909,0.00002886993,0.0001724305,0.1030161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7096472,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479443317997481,"score_gpt":0.258779557909643,"score_spread":0.2239851247296682,"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."}}