{"id":"W2331575993","doi":"10.1097/phh.0b013e3182902384","title":"Public Health Managers","year":2013,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit","funders":"","keywords":"Boundary spanning; Exploratory research; Focus group; Public health; Public relations; Boundary (topology); Guard (computer science); Psychology; Context (archaeology); Public sector; Applied psychology; Knowledge management; Nursing; Business; Medicine; Sociology; Political science; Computer science; Marketing; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002955365,0.0003570404,0.0001803099,0.0007981875,0.005487924,0.00362615,0.001324496,0.001609055,0.09459948],"category_scores_gemma":[0.00970657,0.0003220058,0.0001528559,0.001174204,0.001525997,0.001536712,0.003471301,0.00157341,0.009403186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299757,"about_ca_system_score_gemma":0.04378124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06289006,"about_ca_topic_score_gemma":0.09649048,"domain_scores_codex":[0.9963709,0.0008185545,0.0001340812,0.0003763559,0.0009094959,0.001390626],"domain_scores_gemma":[0.987993,0.001083929,0.001270025,0.0003413544,0.001533188,0.007778443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001728876,0.0004258197,0.06364257,0.001153918,0.00002888276,0.002432266,0.0217197,0.0002005988,0.002380241,0.0151167,0.6392742,0.2534522],"study_design_scores_gemma":[0.00004871137,0.0001221491,0.04452126,0.0004769874,0.00001679856,0.0007220868,0.02283854,0.00009048652,0.0002645454,0.001909929,0.9289715,0.00001705429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1618834,0.008518612,0.00502142,0.2955804,0.003300658,0.001953895,0.002626003,0.0009450999,0.5201705],"genre_scores_gemma":[0.6518843,0.008502546,0.00536565,0.07087844,0.002051375,0.0008977417,0.001384651,0.0001621852,0.258873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09459948,"threshold_uncertainty_score":0.3164668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3259023493198555,"score_gpt":0.5145803609812827,"score_spread":0.1886780116614272,"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."}}