{"id":"W3132134055","doi":"10.1186/s40900-021-00255-4","title":"Developing a Canadian evaluation framework for patient and public engagement in research: study protocol","year":2021,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University Health Centre; Canadian Foundation for Healthcare Improvement; Université de Montréal; Université Laval; Université de Sherbrooke; McMaster University; University of Calgary; Athabasca University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Impact","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Diabetes Action Research and Education Foundation","keywords":"Delphi method; Community engagement; Medical education; Public relations; Public engagement; Medicine; Participatory action research; Knowledge management; Political science; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.05775963,0.0002706217,0.0003534621,0.00123823,0.005038786,0.0001583848,0.0002452879,0.000192818,0.0005528385],"category_scores_gemma":[0.002165378,0.0002528074,0.00003533322,0.001214532,0.0001343186,0.0002207928,0.001018081,0.002292057,0.00004090283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008311,"about_ca_system_score_gemma":0.005083692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02257236,"about_ca_topic_score_gemma":0.2169669,"domain_scores_codex":[0.9782647,0.01438865,0.00118254,0.001012939,0.002615091,0.002536036],"domain_scores_gemma":[0.9936268,0.002762062,0.0001345049,0.0005669253,0.001949155,0.0009604961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005222681,0.002975148,0.6168619,0.008978538,0.0002066178,0.00008166172,0.0981061,0.00001120225,0.00007876054,0.1229622,0.008668193,0.1405474],"study_design_scores_gemma":[0.008728947,0.003479616,0.03106887,0.003152304,0.00002312301,4.621908e-7,0.4601038,0.001547797,0.0001703595,0.04819174,0.442975,0.0005579637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470165,0.0004130637,0.0003015187,0.005652522,0.0004325548,0.3429159,0.00003836425,0.00003636213,0.003193159],"genre_scores_gemma":[0.5467888,0.0001565522,0.003631051,0.001002747,0.0001489554,0.4479216,0.0001636128,0.00003488857,0.0001518017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585793,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8866981996889886,"score_gpt":0.6446055571308255,"score_spread":0.2420926425581631,"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."}}