{"id":"W7117117269","doi":"10.1097/cin.0000000000001421","title":"Use of Inpatient Portals By Patients and Staff in Canadian Acute Care Settings","year":2025,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Acute care; MEDLINE; Patient care; Acute hospital; Telemedicine; Patient-centered care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591434,0.0001622661,0.0003889546,0.0004964499,0.0003039505,0.00002041842,0.0001464316,0.0001943605,0.000003488577],"category_scores_gemma":[0.00008926798,0.0001690538,0.00002644306,0.0003724404,0.00005580639,0.0002890069,0.00005429033,0.000473089,0.000003484439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847354,"about_ca_system_score_gemma":0.001463061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03203834,"about_ca_topic_score_gemma":0.0177843,"domain_scores_codex":[0.9973577,0.0001726539,0.001341841,0.0001246798,0.0001935952,0.0008095201],"domain_scores_gemma":[0.9984869,0.0003254224,0.0004542023,0.0002398544,0.0002310419,0.0002626078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004674643,0.0001059412,0.3993271,0.005636727,0.00007831534,0.000002476791,0.2298743,0.0001480927,0.00001193588,0.0008942797,0.1725874,0.1912867],"study_design_scores_gemma":[0.01398536,0.002334239,0.1175667,0.08114654,0.0002818535,0.00000876712,0.1801277,0.1530396,0.0005434792,0.0005434258,0.4480553,0.002367005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913653,0.0002143415,0.001480017,0.0004878223,0.00155901,0.00150814,0.0001165873,0.00003260438,0.003236218],"genre_scores_gemma":[0.9946343,0.00004142978,0.003327647,0.001691306,0.00001677219,0.00002746912,0.0001729201,0.00001595079,0.00007216857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2817603,"threshold_uncertainty_score":0.9924058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696226564516309,"score_gpt":0.3589485879918328,"score_spread":0.3419863223466697,"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."}}