{"id":"W4415222248","doi":"10.1093/ijcoms/lyaf010","title":"More than just a voice: how the OECD’s Patient-Reported Indicator Surveys (PaRIS) Patient Advisory Panel drives action and results","year":2025,"lang":"en","type":"article","venue":"IJQHC Communications","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Canadian Institutes of Health Research","funders":"","keywords":"Action (physics); Government (linguistics); Data collection; Work (physics)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3945442,0.001415315,0.002048256,0.004894998,0.006547092,0.0352671,0.005304752,0.01900168,0.0132213],"category_scores_gemma":[0.4737227,0.001849206,0.002499614,0.007709048,0.01313371,0.0198282,0.01620433,0.03414625,0.007777552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02395266,"about_ca_system_score_gemma":0.08846352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04944327,"about_ca_topic_score_gemma":0.03518004,"domain_scores_codex":[0.5147395,0.3503122,0.01904056,0.009505367,0.09016456,0.01623779],"domain_scores_gemma":[0.4256074,0.3312067,0.02132798,0.0248784,0.1518014,0.04517806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005214439,0.00003082454,0.0009964054,0.0003143954,0.00002388588,0.00006497555,0.001645466,0.0001152416,0.00006338287,0.01404382,0.9452528,0.03739662],"study_design_scores_gemma":[0.00004345121,0.00004692585,0.001494631,0.001326879,0.00001187882,0.00004132442,0.001998372,0.0001324845,0.0001110099,0.004946013,0.9897571,0.00008983685],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004586379,0.004658258,0.002417854,0.969724,0.0135729,0.0002760111,0.0006451423,0.0002684217,0.007978731],"genre_scores_gemma":[0.02463546,0.01018773,0.01405997,0.9042333,0.02282809,0.002102633,0.001761747,0.001274256,0.01891682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3945442,"threshold_uncertainty_score":0.7466348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4318522406325874,"score_gpt":0.4330097345813443,"score_spread":0.001157493948756971,"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."}}