{"id":"W3202049317","doi":"10.1186/s40900-021-00312-y","title":"The voices of lived experience: reflections from citizen team members in a long-term care research program","year":2021,"lang":"en","type":"letter","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Perception; Public relations; Medical education; Work (physics); Quality (philosophy); Psychology; Health care; Public engagement; Perspective (graphical); Nursing; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01222435,0.0004662381,0.0006968164,0.0009174547,0.005593272,0.0001831577,0.00102122,0.0008108388,0.001031393],"category_scores_gemma":[0.0003546807,0.0003539293,0.0001483632,0.001349391,0.0009288747,0.0001491184,0.001912127,0.01114498,0.00006658179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158789,"about_ca_system_score_gemma":0.001549977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.015068,"about_ca_topic_score_gemma":0.0230128,"domain_scores_codex":[0.9771867,0.01288454,0.001739148,0.001220642,0.004077055,0.00289196],"domain_scores_gemma":[0.9907063,0.005662794,0.000378274,0.001288221,0.001566239,0.0003982316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003259702,0.0007119024,0.09777796,0.01624124,0.0002937917,0.0002079862,0.1538778,0.000001797168,0.0001665843,0.0001169557,0.7097746,0.02050345],"study_design_scores_gemma":[0.001373162,0.001063063,0.004941273,0.006455997,0.00002403795,1.805563e-7,0.182901,0.00002622543,0.0001947791,0.0003046704,0.8024044,0.0003111889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7832043,0.03568723,0.000008114061,0.1028284,0.003791774,0.03226842,0.000498789,0.0001971035,0.04151592],"genre_scores_gemma":[0.4388434,0.1637115,0.002495049,0.1420788,0.0176539,0.1335906,0.03588586,0.0007779967,0.06496289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3443609,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.657796592847056,"score_gpt":0.5913100795656206,"score_spread":0.0664865132814354,"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."}}