{"id":"W2292490764","doi":"10.1136/bmjdrc-2015-000148","title":"Vitamin D for the treatment of painful diabetic neuropathy","year":2016,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Diabetic neuropathy; Intensive care medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002106845,0.0002356367,0.0006280406,0.0001905795,0.0004303586,0.00009868002,0.0008739869,0.0000785792,0.0001509201],"category_scores_gemma":[0.004882867,0.0001056243,0.0002499671,0.000493593,0.0008660819,0.0001314203,0.0006983191,0.0001564254,0.00008174221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876993,"about_ca_system_score_gemma":0.0004484516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006273912,"about_ca_topic_score_gemma":0.00005423041,"domain_scores_codex":[0.9961511,0.0005738017,0.0003915622,0.000527295,0.001206032,0.001150231],"domain_scores_gemma":[0.9904952,0.006150438,0.00008092519,0.00131138,0.001685444,0.0002766078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004948801,0.0008238137,0.2605771,0.001228131,0.0008058266,0.00007181821,0.003012532,0.000001662497,0.05425645,0.0001751449,0.02721354,0.6513391],"study_design_scores_gemma":[0.01246065,0.02351218,0.5742801,0.001779424,0.000261531,0.00000443807,0.01006751,0.0001899603,0.2162447,0.0003531208,0.1603615,0.0004849112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604651,0.005893841,0.00001646556,0.01370272,0.0001426533,0.01680689,0.0003364541,0.00003377625,0.00260213],"genre_scores_gemma":[0.9823703,0.001852892,0.0002059148,0.00008497844,0.0002887615,0.008841287,0.00002086641,0.00006152954,0.006273496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6508542,"threshold_uncertainty_score":0.58456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212285741156974,"score_gpt":0.4565935430702576,"score_spread":0.3353649689545602,"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."}}