{"id":"W2785433720","doi":"10.2196/jmir.8372","title":"Patterns in Patient Access and Utilization of Online Medical Records: Analysis of MyChart","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medical record; Computer science; Internet privacy; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197294,0.0001878083,0.0003516258,0.003182519,0.0005328463,0.0009106784,0.0006956334,0.0002507083,0.001231286],"category_scores_gemma":[0.005076948,0.0001992667,0.0006441333,0.006808192,0.0004424398,0.0005825445,0.000932409,0.000369453,0.000153708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376685,"about_ca_system_score_gemma":0.00486199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5330485,"about_ca_topic_score_gemma":0.6120242,"domain_scores_codex":[0.9983574,0.000183553,0.0002793545,0.0002952322,0.0005802204,0.0003043405],"domain_scores_gemma":[0.9923522,0.0007356787,0.003940221,0.0003530754,0.002002954,0.0006158907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004475216,0.000005249038,0.9986117,0.00001148115,0.00002789308,0.00001691215,0.0001407445,0.00002886552,0.00006227756,0.000009196776,0.00009228383,0.0009487646],"study_design_scores_gemma":[9.559845e-7,0.00001575989,0.9994159,0.000004120536,0.000007193055,0.00002519904,0.0002383481,0.0001271493,0.00002498718,0.000002987078,0.0001353259,0.000002055802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952568,0.0002019403,0.0001193489,0.00005671093,0.000001993594,0.00002835699,0.003879666,0.000008525177,0.0004466211],"genre_scores_gemma":[0.9974656,0.0001297414,0.0001581604,0.00001631829,0.000003009093,0.00001991745,0.00202207,0.000004541415,0.0001806047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330485,"threshold_uncertainty_score":0.9394029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903954051073057,"score_gpt":0.6168628720243623,"score_spread":0.3264674669170566,"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."}}