{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001675432,0.0001832748,0.0003570507,0.00005758409,0.002478299,0.00003403099,0.0007585585,0.0002834492,0.0004713521],"category_scores_gemma":[0.001353612,0.000115762,0.00008121277,0.00004365682,0.0003777762,0.0002802131,0.0002681518,0.001461182,0.0001252401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387928,"about_ca_system_score_gemma":0.0009747531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266427,"about_ca_topic_score_gemma":0.00008766443,"domain_scores_codex":[0.9961701,0.0004124141,0.001361387,0.0001378462,0.001240898,0.0006773468],"domain_scores_gemma":[0.9960843,0.001100836,0.00136241,0.00094151,0.0001579163,0.0003529717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001326818,0.0001682893,0.01034391,0.000687767,0.0001475993,0.0000124466,0.8967728,0.000002529031,0.00001552561,0.04456759,0.02117166,0.02597722],"study_design_scores_gemma":[0.001631002,0.0003691308,0.01279417,0.00199286,0.0000168834,0.000002053619,0.8330249,0.003455624,0.00008204614,0.0004957582,0.1458383,0.0002972665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499499,0.0002414804,0.00007492328,0.0009831649,0.0009235093,0.001071671,0.00002609868,0.00006337562,0.04666594],"genre_scores_gemma":[0.998046,0.0002252164,0.0001857243,0.0008025334,0.0002298032,0.000331853,0.00001230492,0.00001883288,0.0001477144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246667,"threshold_uncertainty_score":0.9988204,"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."}}