{"id":"W1965397465","doi":"10.1002/chp.159","title":"Stakeholder engagement opportunities in systematic reviews: Knowledge transfer for policy and practice","year":2008,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"Workplace Safety and Insurance Board","keywords":"Stakeholder; CLARITY; Stakeholder engagement; Systematic review; Relevance (law); Public relations; Process (computing); Business; Resource (disambiguation); Best practice; Knowledge management; Knowledge transfer; Political science; MEDLINE; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04374908,0.0001583913,0.0007180476,0.000819146,0.0009705385,0.00001523094,0.0003215658,0.00009325993,0.00001954542],"category_scores_gemma":[0.02872116,0.000102636,0.00006078585,0.0006552915,0.00009466754,0.0005655049,0.00003321731,0.0009804264,0.000007685751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839989,"about_ca_system_score_gemma":0.01303969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002016147,"about_ca_topic_score_gemma":0.0002732972,"domain_scores_codex":[0.9771498,0.01819235,0.003474673,0.0001674117,0.0003844942,0.0006312747],"domain_scores_gemma":[0.9702607,0.02629528,0.001983433,0.0003132668,0.0008570569,0.0002902595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008648484,0.0003560362,0.00202725,0.02297096,0.000008218475,0.000002206916,0.8987554,0.000001038392,0.00001787639,0.01286672,0.05458042,0.008327345],"study_design_scores_gemma":[0.002070184,0.0002885621,0.01276827,0.03548168,0.000029268,0.0001307959,0.6043513,0.00001513097,0.000001320412,0.0008155199,0.3438881,0.0001597618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4251204,0.009849296,0.004113728,0.532299,0.003630357,0.02188247,0.00002744196,0.00002726431,0.003049981],"genre_scores_gemma":[0.9092234,0.01283927,0.004196733,0.06575408,0.001025726,0.002496512,0.000004618117,0.00003491507,0.004424733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.484103,"threshold_uncertainty_score":0.9925554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8328311116263089,"score_gpt":0.6874332067493042,"score_spread":0.1453979048770047,"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."}}