{"id":"W2003509631","doi":"10.1071/ah070422","title":"Promoting evidence-based practice in population health at the local level: a case study in workforce capacity development","year":2007,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Foundation for Healthcare Improvement","funders":"Anhui University of Science and Technology; National Institute of Clinical Studies; Australian National University","keywords":"Population health; Workforce development; Workforce; Capacity building; Health economics; Project commissioning; Workforce planning; Population; Service (business); Training and development; Health care; Evidence-based practice; Nursing; Public health; Human resources; Public relations; Medicine; Business; Publishing; Management; Economic growth; Marketing; Environmental health; Political science; Alternative medicine; Economics","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","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03893544,0.000370925,0.001153732,0.0002464224,0.001477398,0.00001246495,0.0002852238,0.000180242,0.00015649],"category_scores_gemma":[0.001859469,0.0002789255,0.000083324,0.001497348,0.00005347191,0.0004360693,0.0001304159,0.00183956,0.0001462447],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01081108,"about_ca_system_score_gemma":0.006799338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09536359,"about_ca_topic_score_gemma":0.3502883,"domain_scores_codex":[0.986261,0.006481157,0.003935258,0.000683566,0.000738084,0.001900957],"domain_scores_gemma":[0.9929095,0.003934519,0.00167438,0.000711716,0.0001910684,0.0005788374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073619,0.0003694442,0.5683745,0.02135641,0.000010372,0.0005577699,0.02088882,0.000009719213,1.403949e-7,0.00004079429,0.008712957,0.3795717],"study_design_scores_gemma":[0.001656085,0.0004995773,0.7207347,0.04704548,0.00002785752,0.0002514283,0.009626684,0.00001140783,0.000001195115,0.00001200587,0.2197027,0.0004308154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5252663,0.08627956,0.0001967245,0.3650754,0.00064533,0.02224637,0.00001197646,0.0001369279,0.0001413816],"genre_scores_gemma":[0.7564752,0.01344302,0.001916576,0.2267128,0.0001317959,0.0007361835,0.00004273114,0.00005167251,0.0004900288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3791409,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4246434335548318,"score_gpt":0.5539030365024107,"score_spread":0.1292596029475789,"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."}}