{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02204408,0.0001746732,0.0002059638,0.001009267,0.002253833,0.001859191,0.0011305,0.0005542117,0.0009901663],"category_scores_gemma":[0.05636878,0.0003176765,0.0001669997,0.0007309811,0.002197564,0.001587759,0.002949036,0.0007508712,0.0001494494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004882574,"about_ca_system_score_gemma":0.01403443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02557642,"about_ca_topic_score_gemma":0.03082589,"domain_scores_codex":[0.9771088,0.01669972,0.001386443,0.0009037911,0.002989514,0.0009117561],"domain_scores_gemma":[0.9487659,0.02643101,0.007986148,0.003523427,0.01035863,0.002934885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001453961,0.000156153,0.2888971,0.000672819,0.00003660048,0.0008125768,0.4360423,0.0003080035,0.002412986,0.001694326,0.004278405,0.2645432],"study_design_scores_gemma":[0.00004882025,0.0006005872,0.2108298,0.002640245,0.00005210357,0.002351091,0.6604883,0.001705463,0.004103736,0.002198682,0.1148708,0.0001103995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635651,0.002313852,0.009461073,0.007653821,0.0001860703,0.0002782181,0.00009869468,0.00007839706,0.01636486],"genre_scores_gemma":[0.9910225,0.0009892609,0.006044471,0.0006463365,0.00002962151,0.0001409649,0.00006005777,0.00001078398,0.001056077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02557642,"threshold_uncertainty_score":0.1165816,"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."}}