{"id":"W2102684456","doi":"10.2196/resprot.3290","title":"Technology-Assisted Patient Access to Clinical Information: An Evaluation Framework for Blue Button","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Health information technology; Health care; Transparency (behavior); Context (archaeology); Medicine; Stakeholder; Patient portal; Knowledge management; Health informatics; Information technology; Nursing; Public relations; Public health; Computer science; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3199197,0.001942835,0.001814449,0.008893142,0.005412688,0.01218586,0.004659951,0.004221527,0.005064987],"category_scores_gemma":[0.2703568,0.0008415034,0.004356438,0.007439371,0.01271749,0.01305434,0.01105163,0.003472958,0.000408696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02824983,"about_ca_system_score_gemma":0.05247782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008027008,"about_ca_topic_score_gemma":0.0109869,"domain_scores_codex":[0.5134342,0.4419507,0.01579764,0.004003238,0.02000001,0.004814168],"domain_scores_gemma":[0.5107212,0.3960964,0.02414671,0.01415995,0.04968548,0.0051903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004583788,0.008576143,0.05696301,0.02816992,0.001322669,0.0007113772,0.0844338,0.01354477,0.003909837,0.3278844,0.01079782,0.4591025],"study_design_scores_gemma":[0.009156712,0.05372622,0.09929682,0.09306957,0.006361121,0.0009819254,0.2582638,0.08687668,0.02145703,0.2124577,0.1569385,0.001413903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.34553,0.008658533,0.3404306,0.02993728,0.0007554528,0.1551232,0.002636233,0.0007589534,0.1161698],"genre_scores_gemma":[0.4532255,0.00127474,0.4555734,0.001720388,0.00004125189,0.08654771,0.0005287583,0.00006417021,0.001024063],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3199197,"threshold_uncertainty_score":0.8386601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6498495427296226,"score_gpt":0.7480077443980386,"score_spread":0.09815820166841605,"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."}}