{"id":"W2321613833","doi":"10.1097/phh.0b013e3181e83f6a","title":"Statewide Applied Epidemiology Workforce Capacity and Competency Assessment—Nebraska, 2008","year":2011,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Workforce; Epidemiology; Public health; Environmental health; Workforce planning; Workforce development; Medicine; Medical education; Political science; Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760512,0.0001668582,0.0001018828,0.001219717,0.0008422807,0.000730871,0.0007811595,0.0003361622,0.002648113],"category_scores_gemma":[0.006350645,0.0002125478,0.0001337146,0.0008281671,0.0002218908,0.0006166805,0.0008687865,0.0005262947,0.0004604018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002926789,"about_ca_system_score_gemma":0.01065804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3386415,"about_ca_topic_score_gemma":0.6506366,"domain_scores_codex":[0.9994552,0.00009265247,0.00006589056,0.0000659898,0.0001822593,0.0001380212],"domain_scores_gemma":[0.994995,0.0009753671,0.0005948906,0.0001225074,0.002480011,0.0008322663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001485325,0.0005686934,0.8369411,0.0001911776,0.00002710116,0.0001455942,0.002265041,0.0004719767,0.001426711,0.0005228315,0.08877155,0.0685197],"study_design_scores_gemma":[0.00002617464,0.0001815417,0.9619924,0.0001051098,0.00001233226,0.00005857447,0.003574746,0.0008925174,0.0006780067,0.0001032685,0.03236179,0.00001361334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424722,0.0004107316,0.002106036,0.008375296,0.0003043503,0.0005094756,0.01802037,0.0002235697,0.02757792],"genre_scores_gemma":[0.9611006,0.000423301,0.006429623,0.001720655,0.00009506907,0.0005546216,0.01089254,0.00002308516,0.01876044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386415,"threshold_uncertainty_score":0.6733408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653811662671101,"score_gpt":0.340986810015778,"score_spread":0.1756056437486679,"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."}}