{"id":"W2985681387","doi":"10.1007/s11606-019-05436-2","title":"Engaging Patients and Other Non-Researchers in Health Research: Defining Research Engagement","year":2019,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research; University of Ottawa; Queen's University","funders":"","keywords":"Stakeholder engagement; Medicine; Public relations; Government (linguistics); Public engagement; Stakeholder; Rules of engagement; Harmonization; Politics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04603805,0.0001517332,0.0005108331,0.001369649,0.0005567889,0.00001247967,0.0003822259,0.0001001067,0.0008363104],"category_scores_gemma":[0.0009821553,0.0001063681,0.00003994789,0.0005163037,0.0001897218,0.0001480589,0.0003354912,0.004762433,0.0001432962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218429,"about_ca_system_score_gemma":0.000644321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008352392,"about_ca_topic_score_gemma":0.0003723167,"domain_scores_codex":[0.9884424,0.00608667,0.001727364,0.0002679997,0.002218249,0.001257298],"domain_scores_gemma":[0.995249,0.002381749,0.0005559439,0.0002122981,0.0008589231,0.0007420693],"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":[0.0008004429,0.0001978858,0.9265415,0.001422001,0.00003553932,0.00002288549,0.02552071,0.00001171715,0.0005004668,0.0007951705,0.03212525,0.01202642],"study_design_scores_gemma":[0.02704868,0.02726275,0.3659793,0.05479235,0.00001438068,0.00001837461,0.09111698,0.002169229,0.0002769445,0.003173495,0.42771,0.0004375559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749625,0.001786105,0.00002475977,0.004806927,0.001579244,0.001116557,0.000005742609,0.000004309469,0.0157138],"genre_scores_gemma":[0.9878688,0.0006882254,0.000570436,0.005101724,0.0007434449,0.00002872707,0.000007837526,0.00003193983,0.004958875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5605623,"threshold_uncertainty_score":0.9982511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.777113883744497,"score_gpt":0.6203385597351107,"score_spread":0.1567753240093863,"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."}}