{"id":"W7118095782","doi":"10.1093/geroni/igaf122.074","title":"Pain and Successful Aging Among Canadian Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Socioeconomic status; Moderation; Successful aging; Chronic pain; Marital status; Social connectedness; Depressive symptoms; Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001156406,0.0003419661,0.0004453065,0.001499022,0.003332584,0.001580357,0.0009628004,0.0004107074,0.005775592],"category_scores_gemma":[0.00389983,0.0001829907,0.0008283384,0.003969675,0.0004914892,0.0004861852,0.0009419848,0.0006442269,0.0002879507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01883632,"about_ca_system_score_gemma":0.03455636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939135,"about_ca_topic_score_gemma":0.9962537,"domain_scores_codex":[0.9992129,0.00006316262,0.00003975314,0.0001116788,0.0002854552,0.0002870862],"domain_scores_gemma":[0.9981692,0.000102617,0.0003732296,0.00006067906,0.0008770524,0.000417171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006438022,0.00007552321,0.9755228,0.0001267724,0.0001154272,0.00004880654,0.001040595,0.0002352307,0.00007377211,0.0007851083,0.005805905,0.01610563],"study_design_scores_gemma":[0.00001434917,0.00002903307,0.9937682,0.0001512429,0.00006635921,0.0000304347,0.001338137,0.0004704072,0.00003947903,0.0001804086,0.003895931,0.00001608058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501429,0.006163008,0.0003951569,0.003784956,0.0001476507,0.0001446522,0.02090831,0.00003018469,0.01828313],"genre_scores_gemma":[0.9929536,0.002052306,0.0003519565,0.0002924108,0.00002873742,0.00003871115,0.002885572,0.000003715273,0.001392996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883632,"threshold_uncertainty_score":0.1366677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006103027483426775,"score_gpt":0.2692327080316568,"score_spread":0.26312968054823,"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."}}