{"id":"W157321957","doi":"10.1055/s-0038-1633915","title":"Bad Health Informatics Can Kill – Is Evaluation the Answer?","year":2005,"lang":"en","type":"editorial","venue":"Methods of Information in Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Information and Communications Technology; Health care; Informatics; Health informatics; Quality (philosophy); Medicine; Business; Nursing; Computer science; Public health; Engineering; Political science; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02932611,0.003659173,0.00544548,0.005843259,0.00530197,0.0154254,0.005036362,0.02731864,0.005155488],"category_scores_gemma":[0.1262712,0.001779007,0.002281901,0.003730664,0.01566469,0.01274269,0.002294077,0.02962222,0.00518818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005225561,"about_ca_system_score_gemma":0.005531298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685052,"about_ca_topic_score_gemma":0.005914248,"domain_scores_codex":[0.9687483,0.01353251,0.004171389,0.002208903,0.01058539,0.0007534659],"domain_scores_gemma":[0.7598712,0.1869722,0.005771865,0.005123195,0.03650022,0.005761163],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002846434,0.00001655767,0.00006144113,0.0008908844,0.00003987758,0.0000798667,0.0001458138,0.00003578699,0.00002320741,0.001712092,0.9765776,0.02038838],"study_design_scores_gemma":[0.00006507864,0.00005386895,0.0004919777,0.005263317,0.0001119251,0.0005205136,0.0005385187,0.0002198328,0.0001065791,0.01115663,0.9814126,0.00005905675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005835266,0.07142607,0.0005339344,0.1688159,0.7570562,0.00002372513,0.00002976845,0.00007510342,0.001980874],"genre_scores_gemma":[0.001334603,0.04907932,0.0005978245,0.06945479,0.8760676,0.00004378122,0.00002300868,0.00006905583,0.00332985],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9706739,"threshold_uncertainty_score":0.1550931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08226266125040106,"score_gpt":0.5718987262024879,"score_spread":0.4896360649520869,"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."}}