{"id":"W4294868414","doi":"10.1186/s40900-022-00381-7","title":"The impact of patient engagement on trials and trialists in Ontario, Canada: An interview study with IMPACT awardees","year":2022,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Simon Fraser University; University of Ottawa; Queen's University; Ottawa Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Thematic analysis; Public engagement; Population health; Psychology; Qualitative research; Patient experience; Medicine; Population; Community engagement; Medical education; Nursing; Health care; Public relations; Public health; Sociology; Environmental health; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04358275,0.0004311044,0.0009955083,0.00247279,0.02929772,0.007693452,0.002205728,0.002941207,0.003004346],"category_scores_gemma":[0.09500039,0.001268404,0.0006005269,0.005081727,0.01161748,0.004481755,0.008760651,0.007314696,0.0002782853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09777247,"about_ca_system_score_gemma":0.1495487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6930707,"about_ca_topic_score_gemma":0.7882006,"domain_scores_codex":[0.9448634,0.0357004,0.002658996,0.001788973,0.005010542,0.00997769],"domain_scores_gemma":[0.8480418,0.09795835,0.01297889,0.001811777,0.01437806,0.02483109],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009408584,0.00007641593,0.007468642,0.000184713,0.000008213222,0.000676751,0.9836699,0.00006151703,0.0002134359,0.0006888908,0.001556818,0.005300585],"study_design_scores_gemma":[0.00002251206,0.0001058685,0.007997758,0.0002719906,0.000008696863,0.0001110215,0.9739744,0.0001238922,0.00009341952,0.0002071221,0.01704891,0.00003442426],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662632,0.001661719,0.001118957,0.02146384,0.0001353952,0.001355224,0.000303618,0.00002344698,0.007674696],"genre_scores_gemma":[0.9874507,0.001746388,0.001089669,0.00535149,0.00006662724,0.0009597259,0.00009068254,0.00002960222,0.003215121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9564173,"threshold_uncertainty_score":0.7093922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6526450517580281,"score_gpt":0.5538006278592965,"score_spread":0.0988444238987316,"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."}}