{"id":"W1978853809","doi":"10.1016/j.pain.2008.04.023","title":"A prospective identification of neuropathic pain in specific chronic polyneuropathy syndromes and response to pharmacological therapy ☆","year":2008,"lang":"en","type":"article","venue":"Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pharmacotherapy; Neuropathic pain; Adverse effect; Prospective cohort study; Polyneuropathy; Etiology; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008263147,0.0001255654,0.0002369892,0.0001781945,0.00005180422,0.000005743287,0.00005398245,0.00004552544,0.00003498899],"category_scores_gemma":[0.00115933,0.0001017055,0.00004095961,0.0003019729,0.00006044533,0.0000330954,0.00001982466,0.0001222969,0.00001518777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179835,"about_ca_system_score_gemma":0.00006765845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009781804,"about_ca_topic_score_gemma":0.000001324375,"domain_scores_codex":[0.9957153,0.003350433,0.0002621255,0.0003105208,0.0001789186,0.0001827444],"domain_scores_gemma":[0.9988706,0.0007659422,0.00006639513,0.0001639424,0.00003798503,0.00009519189],"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":[0.002137246,0.0005971267,0.06161296,0.00002334205,0.00002766324,0.001081795,0.001079959,0.000004506651,0.8714788,0.00004462995,0.00008257702,0.06182941],"study_design_scores_gemma":[0.002961079,0.003683593,0.9386554,0.00007920097,0.0000156291,0.0001745329,0.00009877085,0.001974441,0.05146356,0.0001759585,0.0005726438,0.0001451709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932567,0.001285246,0.003978693,0.0005334456,0.00004142437,0.0008423082,0.000004742992,0.00003456109,0.0000228045],"genre_scores_gemma":[0.9983339,0.0007743195,0.0002202754,0.000367563,0.00003147592,0.0000955494,0.000002794616,0.00001695156,0.0001572187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8770425,"threshold_uncertainty_score":0.4147431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180506239302044,"score_gpt":0.2918112514921469,"score_spread":0.2600061890991265,"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."}}