{"id":"W4210816963","doi":"10.2196/preprints.11211","title":"European Hospitals’ Transition Toward Fully Electronic-Based Systems: Do Information Technology Security and Privacy Practices Follow? (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Health care; Internet privacy; Privacy policy; Business; Information privacy; Health information exchange; Personally identifiable information; Information security; Leverage (statistics); Digitization; Computer security; Computer science; Health information; Political science; Law; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.004933552,0.0001428305,0.0002137711,0.001223482,0.0005098481,0.003546515,0.000522834,0.0008379502,0.003243894],"category_scores_gemma":[0.02097337,0.0001574177,0.0003610818,0.004135401,0.001365161,0.002324871,0.001772321,0.0006224075,0.0004035604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211571,"about_ca_system_score_gemma":0.001556137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179658,"about_ca_topic_score_gemma":0.006381239,"domain_scores_codex":[0.9945998,0.002290817,0.0006344204,0.0006434949,0.0009062598,0.000925135],"domain_scores_gemma":[0.9811732,0.005899366,0.007703188,0.001514827,0.002588019,0.001121424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000683797,0.000195055,0.8852221,0.0001723298,0.0001464568,0.0003238282,0.009963435,0.002112958,0.0008198759,0.008528084,0.005153629,0.08667854],"study_design_scores_gemma":[0.00001479726,0.0001446296,0.982347,0.0001147996,0.0000192249,0.0001303124,0.01051592,0.0005886247,0.0007448827,0.0005755201,0.004780233,0.00002409028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912696,0.0005945259,0.0006331678,0.00247548,0.00001924664,0.00001562075,0.0004923598,0.0000228867,0.004477103],"genre_scores_gemma":[0.9985086,0.0002057628,0.0003089469,0.0003115004,0.00001092948,0.000006705519,0.0002610222,0.000005221258,0.0003813131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179658,"threshold_uncertainty_score":0.0260914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463690240918965,"score_gpt":0.3769331344278405,"score_spread":0.3422962320186508,"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."}}