{"id":"W1780850753","doi":"10.1186/s40697-015-0058-5","title":"Patients with Chronic Kidney Disease and Their Intent to Use Electronic Personal Health Records","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Family medicine; Demographics; Medical record; Dialysis; Gerontology; Internal medicine; Demography","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001910401,0.0004105005,0.0007950609,0.0005849937,0.001149932,0.00006616632,0.0002336703,0.0001038499,0.00008461185],"category_scores_gemma":[0.01812035,0.0003103951,0.00008455914,0.0003908669,0.0001296283,0.0004139117,0.000042944,0.001183564,0.00002274639],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006367995,"about_ca_system_score_gemma":0.5459717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03251905,"about_ca_topic_score_gemma":0.0333799,"domain_scores_codex":[0.994013,0.001203436,0.001277684,0.0004870108,0.0004407472,0.00257815],"domain_scores_gemma":[0.816621,0.0001579802,0.0007494638,0.000311251,0.0006777648,0.1814825],"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":[0.001156701,0.00005122187,0.4988647,0.001306437,0.00004264969,0.00002212386,0.003955044,0.000001369475,1.013871e-7,0.0002630408,0.4897167,0.004619861],"study_design_scores_gemma":[0.00584156,0.004653827,0.07253871,0.003657446,0.00003946087,0.00002055191,0.001651195,0.0001828016,5.648434e-8,0.0004167952,0.9105624,0.000435188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4973342,0.02147759,0.0005681769,0.4716625,0.002211388,0.004458687,0.002144855,0.00005178099,0.00009076752],"genre_scores_gemma":[0.6846813,0.0008573015,0.0001037153,0.3126605,0.0007992109,0.00009718916,0.0001795713,0.00009185816,0.0005293732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5396037,"threshold_uncertainty_score":0.9999348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817317945688859,"score_gpt":0.3287322092148141,"score_spread":0.2905590297579255,"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."}}