{"id":"W3136794868","doi":"10.1177/2633556521999508","title":"Engagement of older adults with multimorbidity as patient research partners: Lessons from a patient-oriented research program","year":2021,"lang":"en","type":"article","venue":"Journal of Multimorbidity and Comorbidity","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Research Institute for Aging; Impact","funders":"","keywords":"Multimorbidity; Psychology; Medical education; Unit (ring theory); Medicine; Nursing; Gerontology; Family medicine; Chronic disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006424823,0.0004000005,0.0009599621,0.0004594332,0.001921139,0.00004421352,0.0004289391,0.0003843228,0.0009527102],"category_scores_gemma":[0.001089586,0.0003131639,0.0002034985,0.001049164,0.0006193641,0.0003724201,0.000786125,0.004224054,0.00006713279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000538492,"about_ca_system_score_gemma":0.002124047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007718007,"about_ca_topic_score_gemma":0.001890074,"domain_scores_codex":[0.9845348,0.007833511,0.002123207,0.0007507165,0.003319544,0.001438239],"domain_scores_gemma":[0.9880331,0.003227569,0.00132007,0.0008602903,0.005516343,0.001042604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0199648,0.04023055,0.3386393,0.009502002,0.001258221,0.002863128,0.1860606,0.00009430759,0.003642984,0.001928523,0.05925044,0.3365652],"study_design_scores_gemma":[0.03189481,0.02746378,0.2892913,0.02794501,0.0003629683,0.0001279447,0.2801324,0.001773988,0.04490982,0.00195204,0.2924736,0.001672366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913551,0.001386504,0.00005814463,0.0008631312,0.001365948,0.002819458,0.000390388,0.00003915486,0.001722157],"genre_scores_gemma":[0.991294,0.00185061,0.005362167,0.0003252788,0.0004128433,0.0003042823,0.0002951871,0.00004706838,0.0001085909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3348928,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4709104450352255,"score_gpt":0.5549642929450492,"score_spread":0.08405384790982373,"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."}}