{"id":"W2064767917","doi":"10.1016/j.hcmf.2012.12.002","title":"Evaluating the Success of a Hospital's Community Engagement Process","year":2013,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Context (archaeology); Process (computing); Business; Process management; Service (business); Value (mathematics); Public relations; Community engagement; Community hospital; Nursing; Knowledge management; Medicine; Marketing; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00852989,0.0003525888,0.0005328046,0.0002184507,0.003954677,0.00003899186,0.001207816,0.0001848347,0.00084641],"category_scores_gemma":[0.0003048303,0.0002610209,0.0001419789,0.0007391133,0.0001743394,0.0003363184,0.001188027,0.001880974,0.0005047783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419081,"about_ca_system_score_gemma":0.0002295928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962228,"about_ca_topic_score_gemma":0.001899129,"domain_scores_codex":[0.988955,0.006407155,0.001642159,0.0004511248,0.001088533,0.001456075],"domain_scores_gemma":[0.9954495,0.0009739181,0.0008736719,0.001652509,0.0007797343,0.0002706067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001629479,0.001441172,0.1065513,0.04329723,0.0006110379,0.000009982815,0.07139988,0.0001420663,0.00001805126,0.3179344,0.07106967,0.3873623],"study_design_scores_gemma":[0.002875469,0.003154906,0.1857463,0.002487424,0.0001810099,6.614468e-7,0.6816327,0.001486313,0.00003610226,0.05216082,0.06933676,0.0009015308],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593412,0.0003562604,0.0008855704,0.1894992,0.001951608,0.01483191,0.00003167831,0.0003474595,0.0327551],"genre_scores_gemma":[0.9761286,0.0002207065,0.0007809649,0.01569525,0.0001313625,0.00446196,0.00005429008,0.00005430074,0.002472526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102328,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2819322549744495,"score_gpt":0.5347042284820727,"score_spread":0.2527719735076232,"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."}}