{"id":"W1992180821","doi":"10.1007/s10916-014-0099-9","title":"Understanding Critical Barriers to Implementing a Clinical Information System in a Nursing Home Through the Lens of a Socio-Technical Perspective","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; McMaster University","funders":"","keywords":"Workflow; Health informatics; Information system; Health care; Knowledge management; Usability; Government (linguistics); Nursing; Process management; Computer science; Business; Medicine; Human–computer interaction; Engineering; Political science; Public health","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03792272,0.0002053987,0.001219904,0.0002881642,0.0006171681,0.00003432191,0.0006655592,0.0006755778,0.00006241072],"category_scores_gemma":[0.02059875,0.0001349018,0.0002543828,0.0005648533,0.0002671944,0.0004617602,0.0001218594,0.00291776,0.00002598931],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267548,"about_ca_system_score_gemma":0.003439525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017785,"about_ca_topic_score_gemma":0.0001563148,"domain_scores_codex":[0.9854039,0.005669362,0.005206347,0.0002127182,0.002393764,0.001113915],"domain_scores_gemma":[0.9893148,0.006981117,0.001826994,0.0003234793,0.0007109159,0.0008426724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003606293,0.0001019148,0.02646514,0.003171359,0.0001065759,0.00001941525,0.04771399,0.00004577443,0.00001844528,0.9082574,0.01306566,0.000673692],"study_design_scores_gemma":[0.00617881,0.002057581,0.004548067,0.04407099,0.0001495967,0.0005783771,0.9059079,0.01068373,0.000001453209,0.004155668,0.02125886,0.0004090038],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2168908,0.001347938,0.6379481,0.1016795,0.01586671,0.00475918,0.0000282068,0.0001524944,0.02132701],"genre_scores_gemma":[0.9971877,0.00003899407,0.0002159058,0.0007547484,0.001718927,0.00005242831,6.945079e-7,0.00002377649,0.000006816813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9041017,"threshold_uncertainty_score":0.9993826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645407221147804,"score_gpt":0.5265240246499545,"score_spread":0.3619833025351742,"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."}}