{"id":"W2166580648","doi":"10.1093/pubmed/fdu003","title":"Mind the public health leadership gap: the opportunities and challenges of engaging high-profile individuals in the public health agenda","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Public health; Public relations; Context (archaeology); International health; Health promotion; Health policy; Political science; Sociology; Medicine; Nursing","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":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1341009,0.0004304565,0.001307238,0.00110522,0.003530594,0.0002670026,0.001650366,0.0002858164,0.0002529116],"category_scores_gemma":[0.005250495,0.0002321902,0.0001708739,0.001202962,0.0005685326,0.001079574,0.0002467312,0.003400008,0.0000162796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154869,"about_ca_system_score_gemma":0.03062074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819846,"about_ca_topic_score_gemma":0.003082715,"domain_scores_codex":[0.9574035,0.03194283,0.004468513,0.0004901802,0.001867787,0.003827129],"domain_scores_gemma":[0.9838312,0.006661058,0.005777795,0.001111419,0.0008498223,0.001768733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008291275,0.0004256668,0.005261976,0.002249639,0.00008783145,0.000001505382,0.2789145,0.000001129512,5.725938e-7,0.1582441,0.1611145,0.3936903],"study_design_scores_gemma":[0.0007148333,0.0005401105,0.05959835,0.0002711552,0.000004508397,0.00006375933,0.304303,0.00003912681,1.149039e-7,0.0005279186,0.6338139,0.0001232861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07201642,0.0176679,0.0004000441,0.9049943,0.001824458,0.001510482,0.00006574123,0.00002698982,0.001493644],"genre_scores_gemma":[0.827234,0.02861349,0.0003630368,0.1411622,0.002126525,0.0001321181,0.00003920234,0.00005757426,0.0002718953],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7638322,"threshold_uncertainty_score":0.9988992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7072087771996847,"score_gpt":0.4869980702566509,"score_spread":0.2202107069430338,"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."}}