{"id":"W3021262580","doi":"10.1001/jamainternmed.2020.0515","title":"Security and Privacy Risks Associated With Adult Patient Portal Accounts in US Hospitals","year":2020,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Patient portal; Internet privacy; Patient privacy; MEDLINE; Medical emergency; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.0007763016,0.0002351272,0.0006370502,0.0001016685,0.0001263324,0.000008193786,0.0002106229,0.00025985,0.0003097211],"category_scores_gemma":[0.004534466,0.0001629914,0.00002499115,0.0002975065,0.00008862461,0.0001712943,0.0001239508,0.001751652,0.00005059038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818038,"about_ca_system_score_gemma":0.0003231728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149501,"about_ca_topic_score_gemma":0.00415907,"domain_scores_codex":[0.9967117,0.0005296906,0.001073111,0.0004093614,0.0005513311,0.0007247885],"domain_scores_gemma":[0.9977126,0.000644868,0.0006546979,0.0002002626,0.0003231971,0.0004643639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003595069,0.00004832288,0.9700937,0.0003979911,0.00005335297,0.0001870989,0.01814051,6.534407e-7,0.00002774866,0.00007821374,0.008460742,0.002152106],"study_design_scores_gemma":[0.01011323,0.00480104,0.9570012,0.008641547,0.00004254152,0.00002821184,0.007783167,0.001316437,0.00002796484,0.0002098938,0.009695534,0.0003391952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708112,0.0005564166,0.00002739121,0.02038429,0.0005912355,0.001226699,0.00002854579,0.00007810283,0.006296046],"genre_scores_gemma":[0.9865415,0.00016246,0.00001408961,0.01229832,0.0007127722,0.0001262038,0.00002283659,0.00003624205,0.00008561172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157302,"threshold_uncertainty_score":0.9950875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205305136349426,"score_gpt":0.3921918597546571,"score_spread":0.3501388083911628,"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."}}