{"id":"W4402522044","doi":"10.1002/gin2.70002","title":"Consumer engagement in living evidence “a beautiful opportunity”: International qualitative study with patients and methodologists","year":2024,"lang":"en","type":"article","venue":"Clinical and Public Health Guidelines","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Agency for Drugs and Technologies in Health","funders":"Gandel Philanthropy; State Government of Victoria; Department of Health and Aged Care, Australian Government; Monash University; David and Elaine Potter Foundation; Ian Potter Foundation; Equity Trustees; Australian Government; U.S. Department of Health and Human Services","keywords":"Qualitative research; Gerontology; Psychology; Sociology; Medicine; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08791826,0.0008684149,0.001433732,0.002998335,0.01288797,0.006387379,0.002359726,0.003554709,0.005757719],"category_scores_gemma":[0.07718762,0.001239494,0.0008253437,0.003136932,0.01755218,0.007916776,0.01279323,0.005469287,0.0008093169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009366083,"about_ca_system_score_gemma":0.01163959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004791318,"about_ca_topic_score_gemma":0.005143052,"domain_scores_codex":[0.9113823,0.07722712,0.002121135,0.002565866,0.00259793,0.004105693],"domain_scores_gemma":[0.8687991,0.1071478,0.006945237,0.003047547,0.007694189,0.006366115],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000662576,0.00006596209,0.002043585,0.0003006994,0.000006553343,0.0003111747,0.992082,0.00002373972,0.0002830937,0.001401968,0.0006841948,0.002730791],"study_design_scores_gemma":[0.00003180337,0.00009769118,0.0006629408,0.0004744949,0.000007279749,0.0002097332,0.9886001,0.00007180737,0.0001794371,0.0007529167,0.008892166,0.00001974663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404054,0.002292572,0.01902635,0.02196524,0.0003995009,0.004255962,0.0005536126,0.00006949597,0.01103181],"genre_scores_gemma":[0.9728394,0.001216584,0.005698605,0.008686228,0.0000897965,0.008440982,0.0001514144,0.00006864134,0.002808402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120817,"threshold_uncertainty_score":0.4649618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9053176538401094,"score_gpt":0.690753790029627,"score_spread":0.2145638638104824,"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."}}