{"id":"W4391615674","doi":"10.1186/s40900-024-00551-9","title":"Lessons learned in measuring patient engagement in a Canada-wide childhood disability network","year":2024,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Montreal Children's Hospital; University of Manitoba; Jewish Rehabilitation Hospital; McGill University; Centre for Interdisciplinary Research in Rehabilitation; Centre Integre de Sante et de Services Sociaux de Laval; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Centre for Interdisciplinary Research in Rehabilitation","keywords":"General partnership; Community-based participatory research; Thematic analysis; Participatory action research; Community engagement; Public engagement; Patient experience; Psychology; Patient satisfaction; Descriptive statistics; Patient participation; Nursing; Medical education; Medicine; MEDLINE; Qualitative research; Health care; Public relations; Business; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1174508,0.0009655585,0.001189315,0.003914888,0.008406027,0.007927296,0.004459099,0.001046698,0.002033822],"category_scores_gemma":[0.1402303,0.0004568238,0.001401117,0.00917608,0.004034154,0.004991469,0.009115933,0.003574041,0.0002570496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06218307,"about_ca_system_score_gemma":0.1082589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.834703,"about_ca_topic_score_gemma":0.910273,"domain_scores_codex":[0.8885244,0.07642921,0.00599101,0.003568701,0.01758334,0.007903546],"domain_scores_gemma":[0.8257872,0.09558117,0.009016894,0.006664768,0.05047869,0.01247132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004715583,0.0006354409,0.4761281,0.003521524,0.0004850146,0.00039574,0.1868957,0.002988399,0.0006108372,0.008184341,0.01654488,0.3031385],"study_design_scores_gemma":[0.0001165065,0.001038478,0.6749402,0.006411426,0.000266325,0.0002519691,0.2396493,0.009464095,0.00109742,0.008937165,0.05746935,0.0003576046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7993287,0.01067488,0.05118513,0.07839185,0.0009501975,0.009265197,0.005972982,0.000322872,0.04390817],"genre_scores_gemma":[0.9365294,0.00238173,0.05044749,0.002563273,0.0000991745,0.00553123,0.001328667,0.00007448007,0.001044668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9378169,"threshold_uncertainty_score":0.6211467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5583108121083977,"score_gpt":0.4871887387458976,"score_spread":0.0711220733625001,"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."}}