{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02850288,0.0002228055,0.0005187507,0.0008224763,0.001600517,0.0001457968,0.001166101,0.001143709,0.0003100435],"category_scores_gemma":[0.01534746,0.0001904922,0.00008516613,0.001610425,0.000124936,0.0009358333,0.0005051505,0.002976008,0.001132197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160473,"about_ca_system_score_gemma":0.00344877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007023543,"about_ca_topic_score_gemma":0.0002077404,"domain_scores_codex":[0.9866149,0.007173532,0.002089792,0.0005954202,0.00168589,0.001840487],"domain_scores_gemma":[0.9896759,0.00341258,0.0005837933,0.001465761,0.00415574,0.0007062394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001197133,0.000541129,0.02780396,0.002300113,0.00002002296,3.75602e-7,0.001859784,0.00001345515,0.00003584012,0.01897288,0.0652296,0.8820257],"study_design_scores_gemma":[0.002272859,0.006428679,0.0106504,0.003527855,0.000002449796,0.000001079836,0.0007890402,0.002683955,0.0001116859,0.01378379,0.9595312,0.0002169846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02349067,0.000003125613,0.02093191,0.01045642,0.0002092201,0.9428468,0.00002651379,0.0003544219,0.001680955],"genre_scores_gemma":[0.0205341,6.591426e-7,0.00651996,0.001657783,0.001011536,0.9700257,0.00005511468,0.00004643822,0.000148681],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8943016,"threshold_uncertainty_score":0.9996992,"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."}}