{"id":"W3201529503","doi":"10.2196/28501","title":"Examining How Internet Users Trust and Access Electronic Health Record Patient Portals: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient portal; The Internet; Health Information National Trends Survey; Logistic regression; Medicine; Internet privacy; Electronic health record; Health information; Health records; Internet users; Family medicine; World Wide Web; Psychology; Health care; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.002850641,0.0004656231,0.001012194,0.0002956596,0.001061521,0.0001425718,0.0004302084,0.0002787723,0.0006367516],"category_scores_gemma":[0.0004194766,0.000429091,0.00007015511,0.0006043302,0.00005390535,0.0004086338,0.0004195601,0.001837558,0.00003201017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754042,"about_ca_system_score_gemma":0.002445916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01228816,"about_ca_topic_score_gemma":0.1307701,"domain_scores_codex":[0.989801,0.005181466,0.001361618,0.001025914,0.0005826746,0.002047337],"domain_scores_gemma":[0.9963275,0.000940674,0.00104465,0.000777101,0.000304517,0.0006055776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002973647,0.000252301,0.9705414,0.0003334307,0.00009058286,0.0000141175,0.0161752,2.017771e-7,0.00002278886,0.00005990167,0.009323178,0.003157187],"study_design_scores_gemma":[0.001103115,0.002027262,0.9542737,0.0002677272,0.00001219398,0.000003328998,0.02641346,0.00001039465,0.00002713839,0.00002829566,0.01545542,0.0003779926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938188,0.0005247907,0.00001615029,0.0003307734,0.001075752,0.003411107,0.00004650336,0.0002190722,0.0005570558],"genre_scores_gemma":[0.9941449,0.00008376645,0.000007338966,0.0006852229,0.0001804724,0.0005379676,0.0002391187,0.0001118067,0.004009386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118482,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192901212113376,"score_gpt":0.4722663147174027,"score_spread":0.252976193506065,"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."}}