{"id":"W4413127770","doi":"10.1002/gin2.70033","title":"Consolidation, Systematic Appraisal and Comparison of Guideline Recommendations Regarding Management of Chronic Pain: Protocol for a Digital Chronic Pain Recommendation Map","year":2025,"lang":"en","type":"article","venue":"Clinical and Public Health Guidelines","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa; University of Toronto; McMaster University; McMaster University Medical Centre; Impact","funders":"Canadian Institutes of Health Research; American University of Beirut; Faculty of Health and Medical Sciences, University of Western Australia; Beijing University of Chinese Medicine; University of Adelaide; Lanzhou University","keywords":"Guideline; Chronic pain; Protocol (science); Consolidation (business); Pain management; Medicine; Physical therapy; Psychology; Alternative medicine; Business; Accounting; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1679872,0.0040753,0.01081761,0.01710614,0.004908088,0.008968922,0.005374615,0.007827953,0.07954688],"category_scores_gemma":[0.3253769,0.005634113,0.01605676,0.01767115,0.004883139,0.008185768,0.009431802,0.007792295,0.01272693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0136825,"about_ca_system_score_gemma":0.06800127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589592,"about_ca_topic_score_gemma":0.008705053,"domain_scores_codex":[0.8269942,0.08942836,0.05329348,0.007926486,0.0173791,0.004978277],"domain_scores_gemma":[0.7265444,0.1250402,0.03327725,0.03241506,0.07676792,0.005955097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0267114,0.002052134,0.002823975,0.6617702,0.006950818,0.0009875246,0.01215328,0.003966024,0.002508522,0.01289637,0.09242517,0.1747546],"study_design_scores_gemma":[0.1259507,0.005651008,0.01377394,0.4140291,0.01071525,0.000536797,0.006515175,0.005671905,0.004790006,0.03357517,0.3773786,0.001412392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005015889,0.0004047047,0.002026877,0.0004850641,0.0002300775,0.9929468,0.002505433,0.0001093565,0.0007901263],"genre_scores_gemma":[0.0004277574,0.00016613,0.005230276,0.0001013983,0.00002086859,0.9936318,0.0002830614,0.000008588129,0.0001300341],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1679872,"threshold_uncertainty_score":0.8884117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4194324599389183,"score_gpt":0.6061430924278622,"score_spread":0.1867106324889439,"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."}}