{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03697735,0.0003120873,0.0004086953,0.001146997,0.004051954,0.00009673672,0.0003512497,0.0002038707,0.0007398333],"category_scores_gemma":[0.0001746655,0.0002777564,0.00004911617,0.001885953,0.0005517554,0.000285214,0.00145617,0.002351868,0.0003119913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855293,"about_ca_system_score_gemma":0.0003220442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743967,"about_ca_topic_score_gemma":0.001855357,"domain_scores_codex":[0.985177,0.007309638,0.001287767,0.001129894,0.002689738,0.002406003],"domain_scores_gemma":[0.9954987,0.002662502,0.000111971,0.0006394975,0.000386901,0.0007003948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005148486,0.001377738,0.5064509,0.006342959,0.00006778495,0.000042452,0.3433864,0.00002747972,0.00124261,0.005657348,0.05263337,0.08225608],"study_design_scores_gemma":[0.003101548,0.001759313,0.03462338,0.001296381,0.000009291424,3.099257e-7,0.5163015,0.001462467,0.0006676344,0.0044525,0.4358472,0.0004784285],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820124,0.0009128617,0.00003486311,0.001733042,0.0003891207,0.007223148,0.00003050586,0.0001233669,0.007540705],"genre_scores_gemma":[0.9834995,0.003889567,0.0005102133,0.0005272937,0.0001889589,0.009948629,0.000234216,0.00004553006,0.001156096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4718275,"threshold_uncertainty_score":0.9999675,"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."}}