{"id":"W2150553016","doi":"10.12927/hcq.2014.24023","title":"Patient and Community Engagement: The Approach at University Health Network","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Outreach; Variety (cybernetics); Public relations; Health care; Set (abstract data type); Community engagement; Process (computing); sort; Nursing; Psychology; Medicine; Medical education; Political science; Computer 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004661745,0.0002269874,0.0003609663,0.00005575599,0.01161736,0.000009454891,0.0002431063,0.0001444054,0.00005522119],"category_scores_gemma":[0.00001508486,0.0001743124,0.00005352465,0.0002289191,0.0001118604,0.00007944926,0.0001769564,0.001828847,0.0001173754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007136484,"about_ca_system_score_gemma":0.0003160955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101003,"about_ca_topic_score_gemma":0.007722166,"domain_scores_codex":[0.9822074,0.01540468,0.0006561102,0.0003145658,0.0003417729,0.001075436],"domain_scores_gemma":[0.9969407,0.00117351,0.0004654006,0.0006920971,0.00009940334,0.0006289415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000727811,0.0008070137,0.17161,0.01179319,0.00006763527,0.000002918408,0.4174843,0.00002025229,0.000002975459,0.06010993,0.07350887,0.2638652],"study_design_scores_gemma":[0.00201967,0.008891705,0.05767778,0.0008893496,0.00001924659,0.000005099437,0.1436649,0.0008892882,6.764214e-7,0.001890238,0.7836425,0.0004094763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961868,0.001098613,0.0009446187,0.01547042,0.00152143,0.004556672,0.0001182123,0.0002268426,0.01419521],"genre_scores_gemma":[0.9725004,0.0001326854,0.0005663603,0.02561198,0.0002664572,0.00006502074,0.0003044273,0.00002443093,0.0005282449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7101337,"threshold_uncertainty_score":0.9955757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930226893474108,"score_gpt":0.3636385396086058,"score_spread":0.170615850261195,"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."}}