{"id":"W2071839931","doi":"10.1136/ebm.13.2.48","title":"Daily vitamin C prevented development of complex regional pain syndrome in adults with wrist fractures","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Pain Management and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Wrist; Complex regional pain syndrome; Medicine; Vitamin D and neurology; Wrist pain; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001348502,0.0007468631,0.001608424,0.001019968,0.00009162826,0.00000639607,0.000343585,0.0004337672,0.0005454678],"category_scores_gemma":[0.0005139029,0.0005017348,0.0001492712,0.0006663337,0.0005537337,0.00009845982,0.00004721719,0.001151602,0.00002512106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557325,"about_ca_system_score_gemma":0.0008946048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298182,"about_ca_topic_score_gemma":0.0001226887,"domain_scores_codex":[0.9949121,0.0004678164,0.00119413,0.0008622065,0.001947726,0.0006159617],"domain_scores_gemma":[0.9966208,0.001452743,0.0006918967,0.0008150979,0.0002373614,0.0001821413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001913685,0.0005415328,0.02572863,0.005108736,0.0005580439,0.01463612,0.0008042921,0.00001486032,0.00004229275,0.000002032555,0.944554,0.006095736],"study_design_scores_gemma":[0.01703979,0.004656184,0.3573449,0.1212997,0.0006869415,0.0002888209,0.000230798,0.000261902,0.00009872681,0.0000142413,0.4973074,0.0007706258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04144267,0.006166061,0.002386948,0.9453785,0.0001621516,0.003659512,0.00001577774,0.0001430468,0.0006453002],"genre_scores_gemma":[0.4070311,0.001080856,0.01267141,0.5667996,0.001546029,0.0006146892,0.005220447,0.0001736725,0.00486212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4472467,"threshold_uncertainty_score":0.9997434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282487188582134,"score_gpt":0.2893859247739617,"score_spread":0.2365610528881404,"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."}}