{"id":"W3120377478","doi":"10.1002/mus.27171","title":"The complex association between pain and neuropathy","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; University of Toronto","funders":"CSL Behring; Myasthenia Gravis Foundation of America","keywords":"Medicine; Polyneuropathy; Neuropathic pain; Weakness; Sural nerve; Prospective cohort study; Internal medicine; Peripheral neuropathy; Physical therapy; Severity of illness; Surgery; Anesthesia; Diabetes mellitus","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":[],"consensus_categories":[],"category_scores_codex":[0.0005381417,0.00006313968,0.0001158047,0.0000101678,0.0001540363,0.00003379116,0.00002475377,0.00003630646,0.00003022633],"category_scores_gemma":[0.0003184894,0.00004398803,0.00004174237,0.00007571169,0.000008424187,0.00002025299,0.00003049094,0.00007613656,0.00001602652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992881,"about_ca_system_score_gemma":0.00002277817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002910359,"about_ca_topic_score_gemma":0.00001821098,"domain_scores_codex":[0.9992635,0.0002089383,0.00009918505,0.0001306154,0.0001508678,0.0001469153],"domain_scores_gemma":[0.9993737,0.0003174396,0.00004539983,0.0001453937,0.00005467893,0.0000633832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001725732,0.0001477548,0.5661042,0.00003844519,0.0002733763,0.0004041198,0.0003994035,5.297048e-7,0.01676869,0.001224612,0.00476999,0.4098516],"study_design_scores_gemma":[0.0007026536,0.0001308065,0.9579815,0.00001536858,0.00008637385,0.000004602084,0.0001080421,0.0002197205,0.0006423966,0.0006091441,0.03945178,0.00004756693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924744,0.0003460176,0.0002657468,0.004886551,0.00007758856,0.0001317577,0.00001234965,0.0000385979,0.001766937],"genre_scores_gemma":[0.9970506,0.00004207043,0.0002999113,0.0007611994,0.0001296837,0.000007299012,0.00004649121,0.00001036748,0.001652374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.409804,"threshold_uncertainty_score":0.179378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270687752327362,"score_gpt":0.2615980259901973,"score_spread":0.2345292507574611,"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."}}