{"id":"W2964861397","doi":"10.1111/hex.12949","title":"Supporting the evaluation of public and patient engagement in health system organizations: Results from an implementation research study","year":2019,"lang":"en","type":"article","venue":"Health Expectations","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Government of Ontario; Ontario SPOR SUPPORT Unit","keywords":"Respondent; Debriefing; Context (archaeology); Public engagement; Variety (cybernetics); Medical education; Psychology; Health care; Applied psychology; Knowledge management; Medicine; Public relations; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03610997,0.0001558516,0.0003702314,0.0007263971,0.002486614,0.00004826467,0.0002814476,0.00005861032,0.0003763982],"category_scores_gemma":[0.004369328,0.0001323609,0.00001677113,0.002649127,0.00006973723,0.0005290611,0.0001737811,0.0006156442,0.00008732417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177514,"about_ca_system_score_gemma":0.008195498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03092104,"about_ca_topic_score_gemma":0.03084712,"domain_scores_codex":[0.9562308,0.03492161,0.004201548,0.0007844408,0.002528394,0.00133323],"domain_scores_gemma":[0.9900544,0.004706966,0.001881945,0.0007727696,0.002207752,0.000376198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001991841,0.000194162,0.1231891,0.0002181834,0.00001256323,2.222778e-7,0.8572518,0.00009598135,0.00002854398,0.002904329,0.001486631,0.01459862],"study_design_scores_gemma":[0.002476753,0.0005415951,0.2408728,0.0001143662,0.000004485631,3.289555e-7,0.7519869,0.002704635,0.000005653259,0.000142644,0.001077358,0.00007248326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474633,0.0002205052,0.0001339678,0.0381431,0.0003518621,0.01302938,0.0003269965,0.00006377096,0.0002671577],"genre_scores_gemma":[0.9948871,0.00002651674,0.0006423899,0.002362773,0.00006889272,0.001698373,0.0002701061,0.00002753524,0.00001637408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176837,"threshold_uncertainty_score":0.998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7330891494547058,"score_gpt":0.729962451810262,"score_spread":0.003126697644443843,"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."}}