{"id":"W2902299748","doi":"10.21776/ub.mnj.2019.005.01.4","title":"DIAGNOSTIC TEST OF POLYNEUROPATHY SCORE, 10-G SEMMES WENSTEIN MONOFILAMENT (SWM) AND VIBRATION PERCEPTION TRESHOLD (VPT)-QUANTITATIVE SENSORY TESTING (QST) IN DISTAL SENSORY POLYNEUROPATHY (DSP)-HUMAN IMMUNODEFICIENCY VIRUS (HIV)","year":2018,"lang":"en","type":"article","venue":"MNJ (Malang Neurology Journal)","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Quantitative sensory testing; Peripheral neuropathy; Polyneuropathy; Human immunodeficiency virus (HIV); Sensory system; Internal medicine; Immunology; Diabetes mellitus; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004555279,0.0004352453,0.0006325755,0.0005253024,0.000420429,0.00007060651,0.0001793502,0.0001697635,0.0001128172],"category_scores_gemma":[0.002881762,0.0003960409,0.0001367664,0.0004445017,0.0007329942,0.0002872643,0.0001392583,0.0008282498,0.00003465467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005414635,"about_ca_system_score_gemma":0.00009053822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296318,"about_ca_topic_score_gemma":0.000126819,"domain_scores_codex":[0.9968178,0.0005589566,0.0009496952,0.0006427283,0.0004011024,0.0006296964],"domain_scores_gemma":[0.9975588,0.001077663,0.0005271939,0.000374886,0.0002512436,0.0002101891],"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":[0.0006100145,0.0005073891,0.2143873,0.00007664061,0.00001493829,0.001361173,0.00108731,0.00008328156,0.7792901,0.00002838088,0.0002938625,0.002259591],"study_design_scores_gemma":[0.003523904,0.01133775,0.9640457,0.0002856744,0.0001434232,0.003772011,0.0008817976,0.005930693,0.009146226,0.0001302369,0.0003026827,0.0004998963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961886,0.0009657947,0.00007121963,0.0009755631,0.0003642741,0.0004221509,0.00005424061,0.00008045472,0.0008777015],"genre_scores_gemma":[0.9971153,0.0004529937,0.0002349907,0.001544536,0.0002246292,0.00001084554,0.00001801999,0.00008347433,0.0003152766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7701439,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067470301040198,"score_gpt":0.2746634277078411,"score_spread":0.2439887246974391,"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."}}