{"id":"W4414511855","doi":"10.1080/24740527.2025.2541108","title":"What can the Global South learn from Canada’s innovations in pain science?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Indigenous; Health care; Traditional knowledge; Global health; Global challenges; Culturally appropriate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01280964,0.0008780341,0.0008043629,0.002546079,0.02183576,0.01752064,0.001693546,0.004637021,0.01252921],"category_scores_gemma":[0.01802955,0.000363592,0.001015767,0.00419729,0.01801119,0.007730683,0.01017564,0.01139936,0.001449086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0709981,"about_ca_system_score_gemma":0.3192283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9125577,"about_ca_topic_score_gemma":0.9651663,"domain_scores_codex":[0.9914083,0.002165646,0.0001991685,0.0005846104,0.002142213,0.003500029],"domain_scores_gemma":[0.9741085,0.004617455,0.0005406332,0.0007631836,0.008009779,0.01196043],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002031644,0.0001651351,0.01337162,0.002231687,0.0001103893,0.002180561,0.06974271,0.0005345226,0.001263385,0.2251717,0.4067359,0.2782893],"study_design_scores_gemma":[0.00004438455,0.00008292108,0.008616465,0.001812352,0.00006233721,0.0003977021,0.07456165,0.0001703461,0.0004803713,0.03157354,0.8820577,0.0001402685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01001513,0.02259402,0.00121667,0.9127388,0.005149793,0.00004488192,0.0002772931,0.0001044125,0.04785892],"genre_scores_gemma":[0.4133134,0.1341426,0.01481132,0.3744242,0.003129494,0.000175419,0.0006333299,0.0003839527,0.05898644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9871904,"threshold_uncertainty_score":0.5151297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009970756875425889,"score_gpt":0.2536467232377407,"score_spread":0.2436759663623148,"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."}}