{"id":"W2328628502","doi":"10.1055/s-0032-1325397","title":"Feasibility of 3D Ultrasound to Evaluate Upper Extremity Nerves","year":2012,"lang":"en","type":"article","venue":"Ultraschall in der Medizin - European Journal of Ultrasound","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ultrasound; Medicine; Physical medicine and rehabilitation; Biomedical engineering; Anatomy; Computer science; Radiology","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":[],"category_scores_codex":[0.007325875,0.0005638457,0.001230972,0.0005680763,0.00008287112,0.00004639132,0.0006827628,0.0001363647,0.001132911],"category_scores_gemma":[0.007920286,0.0004666031,0.0005124329,0.0008090434,0.0004067601,0.0006985012,0.00007432978,0.001089137,0.0001090154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192752,"about_ca_system_score_gemma":0.0002462716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005868914,"about_ca_topic_score_gemma":0.00004789509,"domain_scores_codex":[0.9933179,0.001534304,0.002159285,0.0004788655,0.001473334,0.00103628],"domain_scores_gemma":[0.995082,0.00133142,0.0008655827,0.0008461515,0.0007517159,0.001123106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000922587,0.001600787,0.7267777,0.0001882072,0.0002721748,0.0001215784,0.005756573,0.0001219475,0.259148,0.0000344865,0.002234421,0.002821497],"study_design_scores_gemma":[0.0052065,0.0009643108,0.9749728,0.000694202,0.0003677509,0.00245949,0.002529551,0.000005167089,0.008182338,0.00009567304,0.004010181,0.0005119827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833079,0.004490361,0.0005769737,0.0006838003,0.0008493753,0.000624722,0.0000240009,0.00003799401,0.009404878],"genre_scores_gemma":[0.9867184,0.0005089759,0.01070737,0.0009434674,0.0006993227,0.00000474553,0.00001715378,0.0001265452,0.0002740202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509657,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0494788037665187,"score_gpt":0.3276511816288881,"score_spread":0.2781723778623694,"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."}}