{"id":"W2728101909","doi":"10.2196/medinform.7516","title":"The Rules of Engagement: Perspectives on Secure Messaging From Experienced Ambulatory Patient Portal Users","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; Ohio State University","keywords":"Patient portal; Usability; Internet privacy; Health information exchange; Health literacy; Medicine; Patient privacy; Meaningful use; Medical emergency; Health care; Computer science; Health information","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01457883,0.0008887432,0.001000146,0.001803452,0.01321224,0.01442976,0.002216414,0.003774322,0.003528118],"category_scores_gemma":[0.0325575,0.001070971,0.0008181402,0.001382349,0.01547548,0.008307454,0.01176385,0.007171774,0.0005386395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003548004,"about_ca_system_score_gemma":0.003449536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799078,"about_ca_topic_score_gemma":0.004826975,"domain_scores_codex":[0.9723733,0.02170347,0.0007026758,0.0009187054,0.001618345,0.002683558],"domain_scores_gemma":[0.9633898,0.02680811,0.00283075,0.0007477945,0.001636661,0.004586923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002655263,0.00002618426,0.00213479,0.00005225715,0.000004727854,0.0008984709,0.9935428,0.00001447596,0.0003463831,0.0006763503,0.0003617154,0.001915297],"study_design_scores_gemma":[0.000005590584,0.0000700857,0.001181756,0.00006271457,0.000005435073,0.0008027621,0.9925391,0.00006806473,0.0001341008,0.0003374293,0.004778915,0.00001390559],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782546,0.000982751,0.002432399,0.007897004,0.0001493064,0.00008862479,0.00007155908,0.00003891784,0.01008498],"genre_scores_gemma":[0.9957423,0.0005428319,0.0005643803,0.001349958,0.0000595821,0.00005385598,0.00003334094,0.00003172706,0.001622106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457883,"threshold_uncertainty_score":0.07710117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281558562449488,"score_gpt":0.4275521536460777,"score_spread":0.3847365680215828,"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."}}