{"id":"W2083682944","doi":"10.1097/j.pain.0000000000000108","title":"Comparing the DN4 tool with the IASP grading system for chronic neuropathic pain screening after breast tumor resection with and without paravertebral blocks","year":2015,"lang":"en","type":"article","venue":"Pain","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"American Society of Regional Anesthesia and Pain Medicine","keywords":"Medicine; Neuropathic pain; Resection; Grading (engineering); Chronic pain; Surgery; Anesthesia; Physical therapy","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":[0.01147052,0.0001861227,0.0002434387,0.00004965141,0.000252254,0.00008621007,0.0000986034,0.00002774328,0.000002352205],"category_scores_gemma":[0.0001096175,0.00008805416,0.00003811565,0.0001488002,0.0001158493,0.0000607918,0.00002611153,0.0002067323,0.000001885726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008432042,"about_ca_system_score_gemma":0.00005669962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248817,"about_ca_topic_score_gemma":0.0001809313,"domain_scores_codex":[0.9975808,0.00138932,0.0001594651,0.0002666823,0.0002987748,0.0003049212],"domain_scores_gemma":[0.9990552,0.0003842142,0.00009752945,0.000301154,0.00006904866,0.00009282667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003006139,0.00003354289,0.9786727,0.000712455,0.0001686419,0.0001145997,0.001769285,0.0006461584,0.00004265517,0.0002722431,0.001074902,0.01348663],"study_design_scores_gemma":[0.003402434,0.00191764,0.2009685,0.001919148,0.0004501215,0.001454961,0.007870569,0.7763925,0.00003332166,0.00001570452,0.005242739,0.0003322703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6810402,0.0004000826,0.3136476,0.002948981,0.00002381429,0.001656623,7.69495e-7,0.0001131763,0.0001688109],"genre_scores_gemma":[0.9971876,0.000001382019,0.0004500645,0.001464823,0.0002830303,0.0002941213,0.000004720979,0.00003779874,0.000276506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7777042,"threshold_uncertainty_score":0.3975477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389908841260624,"score_gpt":0.2302777576947329,"score_spread":0.2063786692821267,"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."}}