{"id":"W4391510632","doi":"10.1016/j.cger.2023.12.013","title":"The Chronic Wound–Related Pain Model","year":2024,"lang":"en","type":"article","venue":"Clinics in Geriatric Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Biopsychosocial model; Medicine; Chronic pain; Bioburden; Debridement (dental); Multidisciplinary approach; Quality of life (healthcare); Chronic wound; Multimodal therapy; Wound healing; Wound care; Intensive care medicine; Physical therapy; Surgery; Psychiatry; Nursing","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":[0.007680762,0.0001784151,0.0003757978,0.0002475469,0.00009782568,0.00001924666,0.0001406917,0.0002290447,0.0001794671],"category_scores_gemma":[0.003735309,0.00009884872,0.0001577902,0.0010083,0.0003240273,0.00004756641,0.00003442368,0.000737747,0.00009171543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618972,"about_ca_system_score_gemma":0.0004375794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000149816,"about_ca_topic_score_gemma":0.00001716461,"domain_scores_codex":[0.997681,0.0002717031,0.0009433021,0.0003838788,0.0003882034,0.0003319269],"domain_scores_gemma":[0.9959753,0.003252724,0.00007832302,0.0004754718,0.00007539854,0.0001427557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003230647,0.0003493754,0.004800472,0.006540012,0.0003363866,0.0001673854,0.004002388,0.001697274,0.002341575,0.04615541,0.09187565,0.841411],"study_design_scores_gemma":[0.002829426,0.001516605,0.007671307,0.001491973,0.0001510281,0.00001669559,0.0005187792,0.8816189,0.000003626334,0.03867356,0.06527539,0.0002327267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5585305,0.2263616,0.01486077,0.1394483,0.01151887,0.004549402,0.00000672028,0.0009193679,0.04380451],"genre_scores_gemma":[0.9777204,0.007786697,0.0003789275,0.0007951097,0.001351811,0.00007095037,0.00003948847,0.00004639421,0.01181022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8799216,"threshold_uncertainty_score":0.4471783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681624489838625,"score_gpt":0.3394972868272527,"score_spread":0.3226810419288664,"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."}}