{"id":"W2057949802","doi":"10.1097/phh.0000000000000143","title":"Local Public Health Department Adoption and Use of Electronic Health Records","year":2014,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Health records; Public health; Health department; Business; Environmental health; Electronic health record; Data science; Medicine; Computer science; Political science; Health care; 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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.06111145,0.0003496324,0.001277134,0.0008502788,0.001175229,0.0001101542,0.0002793175,0.0001976463,0.00006148971],"category_scores_gemma":[0.002409887,0.0003080555,0.00009941097,0.0007515177,0.0001196731,0.002120693,0.0001978805,0.001815846,0.00001492074],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978362,"about_ca_system_score_gemma":0.007822916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114879,"about_ca_topic_score_gemma":0.001527202,"domain_scores_codex":[0.9758517,0.01582265,0.003957661,0.0005197705,0.001126112,0.002722112],"domain_scores_gemma":[0.9860579,0.003615245,0.007129012,0.0004963285,0.0007627473,0.001938792],"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":[0.0002888162,0.0005799936,0.009325709,0.006573466,0.0003466377,0.000005120386,0.003544649,0.000007179141,5.871219e-7,0.08090856,0.06327008,0.8351492],"study_design_scores_gemma":[0.002083546,0.004415161,0.01735039,0.0005184826,0.00002793222,0.0001513575,0.005564888,0.0004878426,8.009086e-8,0.0004017913,0.968812,0.0001864878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02256091,0.01963993,0.2894426,0.6593898,0.002025521,0.004119574,0.0000193569,0.0001000646,0.00270223],"genre_scores_gemma":[0.7885988,0.1131867,0.02107907,0.07413891,0.001037487,0.0001419477,0.00005221395,0.0001237162,0.001641138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.905542,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687475571557742,"score_gpt":0.4467256721689703,"score_spread":0.2779781150131961,"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."}}