{"id":"W3091900202","doi":"10.18535/jmscr/v8i10.05","title":"Role of high resolution ultrasound as a screening tool in peripheral neuropathy","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Science And clinical Research","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peripheral neuropathy; Peripheral; Ultrasound; High resolution; Radiology; Internal medicine; Remote sensing; Endocrinology","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":[0.000791352,0.0004842232,0.0003807991,0.0007120069,0.0001478285,0.0004767908,0.000239295,0.0005425879,0.001940309],"category_scores_gemma":[0.003655266,0.0001499648,0.0001316394,0.0003823251,0.000345052,0.0003294378,0.0002197038,0.0003466994,0.0002280398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151582,"about_ca_system_score_gemma":0.0001866925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006226778,"about_ca_topic_score_gemma":0.000629656,"domain_scores_codex":[0.9995826,0.0002125111,0.00002803731,0.00005306161,0.00008342303,0.00004041047],"domain_scores_gemma":[0.9979096,0.00112613,0.0004999168,0.00004501981,0.0001864395,0.0002329434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008592056,0.0002109049,0.9611898,0.0001226818,0.00005972295,0.0004554407,0.00008726536,0.0001899096,0.003363715,0.00004601992,0.0002774433,0.03313794],"study_design_scores_gemma":[0.0000488468,0.001598718,0.9920317,0.00007588794,0.00007081715,0.003048407,0.0001836288,0.001384357,0.0009071504,0.00007588679,0.0005597534,0.00001487966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901759,0.006949338,0.000683276,0.0002147638,0.00002864817,0.00002377442,0.00008999279,0.0000376047,0.001796691],"genre_scores_gemma":[0.9979645,0.0008008356,0.0008617171,0.00004528738,0.00004287073,0.000008184886,0.00005732467,0.000001204256,0.0002182215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940309,"threshold_uncertainty_score":0.006491005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360858411630637,"score_gpt":0.4776294380874166,"score_spread":0.341543596924353,"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."}}