{"id":"W2420287443","doi":"10.1002/mus.25223","title":"Peripheral nerve high‐resolution ultrasound in diabetes","year":2016,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Calgary","funders":"","keywords":"Medicine; Peripheral; Diabetes mellitus; Peripheral neuropathy; Ultrasound; Polyneuropathy; Peripheral nerve; Peripheral nervous system; Prospective cohort study; Surgery; Internal medicine; Radiology; Anatomy; Endocrinology; Central nervous system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002602371,0.0002650019,0.0003915367,0.000137435,0.00006807323,0.00002999025,0.0001636935,0.0001696465,0.0013777],"category_scores_gemma":[0.0003497746,0.0001906541,0.0001786583,0.0003457166,0.0001376025,0.0002853754,0.00005156124,0.000191935,0.0001347129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324458,"about_ca_system_score_gemma":0.00007522204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154863,"about_ca_topic_score_gemma":0.0004581063,"domain_scores_codex":[0.9980237,0.0001128949,0.0003839061,0.0004756388,0.0003287155,0.0006751705],"domain_scores_gemma":[0.9989973,0.0001627092,0.00008375256,0.0004779209,0.00008440307,0.0001939054],"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":[0.0001881808,0.0004741643,0.2980348,0.00008835474,0.0000704948,0.000121739,0.0004545014,0.00004451433,0.6510527,0.000899647,0.005503997,0.04306696],"study_design_scores_gemma":[0.004445544,0.0003743274,0.9779221,0.0002481711,0.00003643629,0.00001295768,0.0001470039,0.0001520616,0.005648803,0.0006772584,0.009978076,0.0003572835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927929,0.0006194189,0.00008688035,0.003573663,0.0002944125,0.0003441092,0.00002807311,0.0001520261,0.002108528],"genre_scores_gemma":[0.9964179,0.00005372929,0.0004330697,0.0007003296,0.0002516822,0.00007656369,0.00004811302,0.0000554301,0.001963173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6798874,"threshold_uncertainty_score":0.9995352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162386972002251,"score_gpt":0.2415884190262416,"score_spread":0.2299645493062191,"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."}}