{"id":"W25948245","doi":"","title":"[A comparison of clinical effectiveness of different neuropathy scoring systems in screening asymptomatic diabetic peripheral neuropathy].","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Peripheral neuropathy; Internal medicine; Receiver operating characteristic; Kappa; Youden's J statistic; Diabetes mellitus; 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":[0.007160758,0.0004767942,0.0005329166,0.001266356,0.0001817696,0.0004716253,0.0004018741,0.0005168791,0.0007135509],"category_scores_gemma":[0.01672169,0.0001771876,0.000495974,0.0005998191,0.0002752348,0.0005660097,0.0004036535,0.0002670005,0.0002210175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192553,"about_ca_system_score_gemma":0.0003025309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697566,"about_ca_topic_score_gemma":0.002290616,"domain_scores_codex":[0.9974462,0.001403119,0.0002277392,0.0002350749,0.0006209863,0.00006686395],"domain_scores_gemma":[0.9920802,0.004438335,0.001574432,0.0002281565,0.001298444,0.0003804201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005033774,0.0001710736,0.9046182,0.0003302754,0.000853134,0.00009373531,0.0001206175,0.001019475,0.00138751,0.00008942887,0.001635807,0.08464707],"study_design_scores_gemma":[0.0004946337,0.00467118,0.9737372,0.0001368914,0.000673221,0.001225176,0.0001817921,0.01632139,0.001215675,0.0002206309,0.001059261,0.00006289468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864683,0.006537481,0.00316877,0.0002205675,0.0001254881,0.0001981042,0.0007604834,0.0001129873,0.002407801],"genre_scores_gemma":[0.994774,0.0005524812,0.003798904,0.00007196068,0.00004657629,0.00006427755,0.0005012882,0.000005484054,0.0001849588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007160758,"threshold_uncertainty_score":0.03787011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07782537920899728,"score_gpt":0.3463515319989516,"score_spread":0.2685261527899543,"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."}}