{"id":"W4389429179","doi":"10.1186/s40900-023-00526-2","title":"Patient Engagement in Research Scale (PEIRS-22): Danish translation, applicability, and user experiences","year":2023,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Provincial Health Services Authority","funders":"Novo Nordisk Fonden; Novo Nordisk; Gentofte Hospital","keywords":"Danish; Scale (ratio); Human–computer interaction; Computer science; Data science; Psychology; Knowledge management; Geography; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01526233,0.0003074703,0.0004467182,0.001043994,0.0012416,0.001638089,0.0005236272,0.0004134158,0.003357389],"category_scores_gemma":[0.02479567,0.0003266942,0.0008250449,0.001053137,0.0009067666,0.0006112264,0.002294619,0.0008801269,0.0008027866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019707,"about_ca_system_score_gemma":0.004611159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198169,"about_ca_topic_score_gemma":0.00806153,"domain_scores_codex":[0.9842584,0.009132072,0.002524888,0.0007392212,0.0028265,0.0005188911],"domain_scores_gemma":[0.9845676,0.008456715,0.002062147,0.0009740667,0.002943464,0.0009958782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579455,0.001114216,0.4120732,0.005902892,0.0003268074,0.001191405,0.1889866,0.001797855,0.01121095,0.005282091,0.02783045,0.3427041],"study_design_scores_gemma":[0.0004169255,0.001916431,0.6949158,0.002175448,0.0002337768,0.002481607,0.07211399,0.001689335,0.005619021,0.001900463,0.2162179,0.0003192649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658035,0.001593173,0.005799041,0.001314334,0.0001514193,0.001968491,0.003274718,0.00008364064,0.02001166],"genre_scores_gemma":[0.9675849,0.00182418,0.01971785,0.0003915948,0.00002434563,0.004081113,0.003049367,0.00004683144,0.003279809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526233,"threshold_uncertainty_score":0.08071584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7180329492475309,"score_gpt":0.5706591040594126,"score_spread":0.1473738451881184,"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."}}