{"id":"W2888933347","doi":"10.2196/11816","title":"A Novel Digital Platform Approach to Enhance Enterprise-Wide Patient Portal Adoption","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Onboarding; Patient portal; Process (computing); Business; Meaningful use; Knowledge management; Internet privacy; Process management; Health care; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005708181,0.0002821549,0.0003766561,0.0001886905,0.0007325645,0.00005019873,0.0002974154,0.0002810211,0.000104502],"category_scores_gemma":[0.0006798643,0.0002568534,0.00007609417,0.0004776978,0.00006175147,0.0006370696,0.000183712,0.0006641406,0.001728656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839599,"about_ca_system_score_gemma":0.0004538242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002329015,"about_ca_topic_score_gemma":0.00004527335,"domain_scores_codex":[0.9965532,0.00001454735,0.0009640302,0.000638964,0.0005248281,0.001304452],"domain_scores_gemma":[0.9981136,0.0001752086,0.0004224458,0.0002596688,0.0005354255,0.0004936329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001704869,0.002205636,0.1587347,0.004136081,0.0002263187,0.000009477391,0.1918018,0.000004722904,0.02415725,0.01822308,0.4775925,0.1212035],"study_design_scores_gemma":[0.002076162,0.003938887,0.01273574,0.002324502,0.0000445353,0.0001054827,0.02996494,0.00153774,0.003577179,0.0006212284,0.9414248,0.00164879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7824835,0.00003757991,0.01291329,0.0005724329,0.00117196,0.001881376,0.00002990646,0.0003147244,0.2005952],"genre_scores_gemma":[0.9896152,0.000005651676,0.002281177,0.00370742,0.001295378,0.0005393689,0.00002536952,0.0000690229,0.002461412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638323,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405858872751616,"score_gpt":0.3731672555989772,"score_spread":0.3325813683238156,"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."}}