{"id":"W2970901478","doi":"10.2196/15038","title":"Using Patient Portals to Improve Patient Outcomes: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR Human Factors","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Johns Hopkins University","keywords":"Patient portal; Medicine; Computer science; Health care; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009796926,0.001064753,0.005587996,0.006439652,0.0005471592,0.002221814,0.001650628,0.00157554,0.006030395],"category_scores_gemma":[0.04870217,0.0006747202,0.005401128,0.009477629,0.0007056594,0.002378304,0.001356061,0.001199669,0.0003175884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735982,"about_ca_system_score_gemma":0.01044766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565444,"about_ca_topic_score_gemma":0.01273833,"domain_scores_codex":[0.9910909,0.003876921,0.002716274,0.000504386,0.001598848,0.0002126064],"domain_scores_gemma":[0.9617688,0.02847858,0.006359729,0.0004781977,0.002506394,0.000408295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002736168,0.00004397447,0.0009824935,0.9472263,0.007049893,0.00004988505,0.000195222,0.00007036005,0.00005914111,0.0001455841,0.001772819,0.04213066],"study_design_scores_gemma":[0.0006349747,0.0003586557,0.005052536,0.9225916,0.05453207,0.0001944408,0.0003246243,0.00009920311,0.0001817715,0.0002963429,0.01569975,0.00003413123],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002235533,0.9947748,0.0002608805,0.0004186081,0.0001302117,0.0008602377,0.0007028803,0.00002600658,0.0005907857],"genre_scores_gemma":[0.02990347,0.9661919,0.001111574,0.0007937727,0.00010385,0.00140945,0.0003381945,0.000008328279,0.0001394366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009796926,"threshold_uncertainty_score":0.05181175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2731820507973249,"score_gpt":0.5497981694661948,"score_spread":0.2766161186688699,"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."}}