{"id":"W2171629721","doi":"10.1111/j.1525-1446.2009.00814.x","title":"Population Health Surveillance Practice of Public Health Nurses","year":2009,"lang":"en","type":"article","venue":"Public Health Nursing","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; University of Ottawa; Dalhousie University; University of King's College","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Public health; Public health nursing; Documentation; Public health surveillance; Population; Population health; Nursing; Medicine; Qualitative research; Health promotion; Health care; Community health; Environmental health; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008061616,0.000357439,0.001369133,0.0005820898,0.0004595959,0.0001084039,0.0002787506,0.000116362,0.00005807175],"category_scores_gemma":[0.003718381,0.0003685027,0.0001558567,0.001576581,0.000150235,0.001029855,0.0000235711,0.0004871699,0.00002626211],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526981,"about_ca_system_score_gemma":0.005686813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627419,"about_ca_topic_score_gemma":0.0001280822,"domain_scores_codex":[0.9920891,0.002119994,0.001809738,0.0008058272,0.001228204,0.00194715],"domain_scores_gemma":[0.9937397,0.000357132,0.001843173,0.001103047,0.0006539514,0.002302994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001036979,0.001850031,0.03870653,0.0005268371,0.00004058656,0.000004905578,0.002244968,0.000005922619,0.000006965654,0.004252683,0.02904854,0.9232084],"study_design_scores_gemma":[0.001549039,0.00143094,0.7608424,0.0006988267,0.000006010775,0.000144122,0.001055055,0.0004023835,0.000001561805,0.0002019073,0.2334054,0.0002623796],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03621577,0.01425878,0.006017936,0.9342526,0.001202808,0.002312609,0.0002704272,0.0007666672,0.004702432],"genre_scores_gemma":[0.945559,0.00100761,0.007991804,0.04322487,0.0003689519,0.0000146967,0.001681658,0.00005698828,0.00009446156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.922946,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07092154336556962,"score_gpt":0.4140252686354748,"score_spread":0.3431037252699052,"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."}}