{"id":"W3123553406","doi":"10.2196/26509","title":"Electronic Health Record Portal Use by Family Caregivers of Patients Undergoing Hematopoietic Cell Transplantation: United States National Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Anxiety; Transplantation; Patient portal; Coping (psychology); Health care; Family medicine; Psychology; Gerontology; Clinical psychology; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001314246,0.000102076,0.0002406706,0.00006366461,0.00005148921,0.000009918837,0.00005784152,0.00003218373,0.0005967555],"category_scores_gemma":[0.00002089601,0.0001015452,0.00004391416,0.000438843,0.00002802445,0.00007642322,0.000007398716,0.0001310854,0.00001407924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688716,"about_ca_system_score_gemma":0.001553409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289434,"about_ca_topic_score_gemma":0.00147832,"domain_scores_codex":[0.9986576,0.0001256888,0.0003020196,0.0002331712,0.0004847443,0.0001967595],"domain_scores_gemma":[0.998919,0.0001179157,0.0001866042,0.0001381612,0.0005375391,0.0001007719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002671915,0.001211679,0.9233612,0.0005103438,0.0003717759,0.00001284845,0.002826243,0.00005474028,0.0001163615,0.0000319963,0.07081482,0.0004207943],"study_design_scores_gemma":[0.004628397,0.0008641855,0.982642,0.0001834962,0.0001778451,0.000003643803,0.004813534,0.00006779804,0.0004185516,0.00003274957,0.005964989,0.000202838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976254,0.0006484432,0.0001377837,0.0004084393,0.00008514186,0.0005159633,0.0003079673,0.00001944322,0.000251421],"genre_scores_gemma":[0.9925796,0.001633444,0.00003414894,0.00130594,0.00001405544,0.00009103232,0.002256934,0.0000130381,0.00207183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06484983,"threshold_uncertainty_score":0.6534055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368869234278268,"score_gpt":0.3347943358784427,"score_spread":0.29110564353566,"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."}}