{"id":"W4245334529","doi":"10.4018/978-1-4666-6150-9.ch012","title":"The Introduction and Evaluation of Mobile Devices to Improve Access to Patient Records","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in healthcare information systems and administration book series","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"","keywords":"Workflow; Workstation; Computer science; Operating system; Database","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003592272,0.0003313532,0.0006458102,0.0003263615,0.0007317259,0.000119579,0.0001709612,0.0003826032,0.00001853588],"category_scores_gemma":[0.0003696472,0.0002679391,0.00003246524,0.0001218999,0.00007660686,0.002552101,0.0001063411,0.0005237131,0.00002747866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006356594,"about_ca_system_score_gemma":0.001470789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005303916,"about_ca_topic_score_gemma":0.01131842,"domain_scores_codex":[0.9949769,0.0005435221,0.002853602,0.0003762169,0.0008027018,0.0004471008],"domain_scores_gemma":[0.995058,0.0004933741,0.002064244,0.0004534851,0.001662481,0.000268414],"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":[0.0007867859,0.00001089668,0.002431988,0.01381026,0.00003748081,3.97131e-7,0.007445968,0.0005037011,0.000005535367,0.2978156,0.003648461,0.6735029],"study_design_scores_gemma":[0.0002758251,0.001543105,0.0004690431,0.001457531,0.00001673856,0.000009837442,0.002768684,0.0001922975,0.00001181942,0.0006269598,0.9923862,0.0002419933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08596442,0.2202627,0.003870773,0.1254479,0.06066611,0.1634263,0.002244823,0.0008243485,0.3372927],"genre_scores_gemma":[0.9188926,0.02911133,0.0002718615,0.004284669,0.0028221,0.01302104,0.0004953989,0.0001166055,0.03098439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9887377,"threshold_uncertainty_score":0.9999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635079610465886,"score_gpt":0.4106471949087169,"score_spread":0.3742963988040581,"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."}}