{"id":"W3034602986","doi":"10.2196/14975","title":"Patient Portal Functionalities and Uptake: Systematic Review Protocol","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Patient portal; Medicine; Health care; Context (archaeology); MEDLINE; Systematic review; Scopus; Health information technology; Family medicine; Nursing","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":[0.07528063,0.006526784,0.02197635,0.0186244,0.004681258,0.00972678,0.005881177,0.007327931,0.07841713],"category_scores_gemma":[0.07939304,0.007342292,0.01732475,0.01657047,0.00628888,0.01069235,0.006162841,0.007074322,0.01076134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02058079,"about_ca_system_score_gemma":0.06944534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009246881,"about_ca_topic_score_gemma":0.01919856,"domain_scores_codex":[0.9660773,0.01205306,0.01223948,0.003321274,0.004398874,0.001910043],"domain_scores_gemma":[0.9564186,0.01608795,0.009117732,0.004081065,0.01236759,0.001927071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005168979,0.0003498138,0.001028292,0.942553,0.003395955,0.0005670665,0.002014803,0.0009739423,0.000938824,0.003979779,0.01821152,0.02081789],"study_design_scores_gemma":[0.04206073,0.002952693,0.009628551,0.7332177,0.02371371,0.000886321,0.005413948,0.001906128,0.002574665,0.01122858,0.1656194,0.000797601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004968861,0.001892561,0.0008833194,0.000244778,0.0001348363,0.9912741,0.004630954,0.00007304568,0.0003694693],"genre_scores_gemma":[0.0004842118,0.0009871395,0.001589113,0.000150954,0.000014193,0.9959627,0.0005684771,0.000007472354,0.0002358357],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07841713,"threshold_uncertainty_score":0.3981268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.438669499813087,"score_gpt":0.6466847052605632,"score_spread":0.2080152054474762,"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."}}