{"id":"W2979327965","doi":"10.1186/s40900-019-0162-2","title":"Engaging patients and the public in Health Research: experiences, perceptions and training needs among Manitoba health researchers","year":2019,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"","keywords":"Public health; Context (archaeology); Public engagement; Nonprobability sampling; Perception; Medical education; Public involvement; Psychology; Medicine; Nursing; Public relations; Political science; Environmental health; Population; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01790775,0.000382793,0.0006469295,0.001277522,0.01789239,0.007270211,0.002304343,0.001989757,0.003388495],"category_scores_gemma":[0.02306026,0.001015911,0.0004039719,0.002310466,0.007268012,0.002260266,0.008609485,0.003076835,0.0003253704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636054,"about_ca_system_score_gemma":0.05950452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3293042,"about_ca_topic_score_gemma":0.5319791,"domain_scores_codex":[0.978273,0.01546873,0.0006330161,0.0005025007,0.001345941,0.003776889],"domain_scores_gemma":[0.9659782,0.01432721,0.003024358,0.0008279695,0.004519448,0.0113228],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007236205,0.0001508431,0.04860996,0.0002589594,0.00001905049,0.001061791,0.9380186,0.00003143032,0.0009757779,0.0004786038,0.001067718,0.009254829],"study_design_scores_gemma":[0.000007818491,0.0001057946,0.01312572,0.0001915852,0.00001002617,0.0001933838,0.980895,0.00004153065,0.00006914125,0.0001178745,0.005224892,0.00001732879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828752,0.0009882348,0.0001780857,0.01306179,0.00003995254,0.0001184907,0.00003648463,0.00001139898,0.002690387],"genre_scores_gemma":[0.9909073,0.002019405,0.0006654453,0.004367699,0.0000298042,0.0001875651,0.00002842055,0.000009024802,0.001785342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9836395,"threshold_uncertainty_score":0.654775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7767570919129818,"score_gpt":0.5365192067787512,"score_spread":0.2402378851342306,"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."}}