{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003866737,0.0003212791,0.0002828462,0.001048764,0.0004567681,0.0003272784,0.0002372289,0.0002634934,0.003596645],"category_scores_gemma":[0.0009023375,0.0001494672,0.0002432554,0.0005105715,0.0001825946,0.0002925564,0.0003051426,0.0003536239,0.0003553414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011427,"about_ca_system_score_gemma":0.0003910979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251349,"about_ca_topic_score_gemma":0.005224399,"domain_scores_codex":[0.9997312,0.00004128219,0.00005086249,0.0000484767,0.00007395947,0.0000540611],"domain_scores_gemma":[0.9994274,0.0000667865,0.0002535804,0.00001434528,0.0001250647,0.0001128417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010849,0.0001902703,0.9949577,0.00006856233,0.00002410702,0.0003048806,0.0001139519,0.00004350467,0.0005925398,0.00002075718,0.0004545984,0.003120513],"study_design_scores_gemma":[0.00002167651,0.0007721081,0.9947507,0.0000646772,0.00002349738,0.002793762,0.0003649684,0.0002089873,0.0003999977,0.00003602012,0.0005574382,0.000006188046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954246,0.0006294894,0.0002326017,0.00008582175,0.00001631038,0.0002284293,0.001152263,0.00001375918,0.00221683],"genre_scores_gemma":[0.9970553,0.0003063628,0.0004579299,0.00004747255,0.00001079699,0.00014216,0.0008865729,0.000001238631,0.001092246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003596645,"threshold_uncertainty_score":0.01203191,"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."}}