{"id":"W2606140558","doi":"","title":"ASSESSING OUTPATIENTS’ ATTITUDES AND EXPECTATIONS TOWARDS ELECTRONIC PERSONAL HEALTH RECORDS (ePHR) SYSTEMS IN SECONDARY AND TERTIARY HOSPITALS IN RIYADH, SAUDI ARABIA","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"King Saud University","keywords":"Family medicine; Medicine; Health records; Family member; Tertiary care; Permission; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048565,0.0003403107,0.0007167148,0.0004045329,0.001482576,0.0001612163,0.0003626599,0.0003130255,0.001304181],"category_scores_gemma":[0.000104249,0.0003749938,0.00005375329,0.0002744307,0.0001630286,0.001332661,0.0003139805,0.001387817,0.00002191061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159191,"about_ca_system_score_gemma":0.002160527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02057495,"about_ca_topic_score_gemma":0.04772742,"domain_scores_codex":[0.9955463,0.001272507,0.0007620399,0.0007436313,0.000276157,0.001399316],"domain_scores_gemma":[0.998174,0.0002639592,0.0007181527,0.0004143803,0.00009407578,0.0003354355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006514115,0.0000696093,0.8015159,0.001338689,0.00003420854,0.00004077788,0.007764054,0.000001645609,0.00001925451,0.0004073016,0.0002520937,0.1884913],"study_design_scores_gemma":[0.003143855,0.0003006348,0.9464932,0.001926795,0.00001375771,0.00001217093,0.02780072,0.0005279751,0.000001642081,0.0000733007,0.01931919,0.0003867641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315984,0.003742524,0.0001339561,0.001868451,0.0006422381,0.00167803,0.00002929357,0.0000751016,0.06023204],"genre_scores_gemma":[0.9814885,0.0005210634,0.0001572853,0.0002625617,0.0001262586,0.00003281157,0.00001586987,0.00004581727,0.01734981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881046,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597891145901418,"score_gpt":0.3407142331572653,"score_spread":0.3047353216982511,"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."}}