{"id":"W2023266107","doi":"10.12927/hcq.2010.21966","title":"Methods to Assess the Safety of Health Information Systems","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Risk analysis (engineering); Computer science; Hiss; Information system; Order (exchange); Patient safety; Information technology; Health care; Medicine; Business; Engineering; Political science","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01880424,0.0002806139,0.0009080817,0.0002865248,0.001500382,0.00002831128,0.0005859957,0.0004276044,0.0000673923],"category_scores_gemma":[0.0004516371,0.0002007446,0.0001023164,0.0007761161,0.00005955372,0.0003737203,0.00004368083,0.002307188,0.0004934889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365268,"about_ca_system_score_gemma":0.005905319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02842519,"about_ca_topic_score_gemma":0.00791514,"domain_scores_codex":[0.9855752,0.008423754,0.003461579,0.0003367531,0.0006489475,0.001553785],"domain_scores_gemma":[0.9932597,0.002261014,0.001638077,0.001278271,0.000935273,0.0006276075],"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":[0.0001762526,0.00005664031,0.01108107,0.008324163,0.00004632881,6.244468e-7,0.06886556,0.000009503058,0.0004295367,0.1600013,0.01741781,0.7335912],"study_design_scores_gemma":[0.0007340323,0.001731516,0.03272557,0.0007344191,0.000008469081,0.00002014929,0.03330621,0.0004380431,0.00001270483,0.000371278,0.9296365,0.00028116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1617246,0.004066404,0.37025,0.3334032,0.06422346,0.04143002,0.0006895487,0.00147061,0.0227422],"genre_scores_gemma":[0.9777479,0.0000432579,0.009358927,0.009976344,0.0009805355,0.001325024,0.00006530112,0.0000603711,0.0004423843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9122186,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09253531787862773,"score_gpt":0.5018368872513758,"score_spread":0.409301569372748,"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."}}