{"id":"W7115036174","doi":"","title":"Educational materials for people with HIV in web-based patient portals","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Human immunodeficiency virus (HIV); Patient portal; Confidentiality; MEDLINE; Quality (philosophy); Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001095203,0.0006781,0.0008458332,0.0006199742,0.0004857497,0.0002770763,0.001443431,0.0005162897,0.0002437243],"category_scores_gemma":[0.0007335554,0.0006694435,0.0002138097,0.0008419438,0.0000283944,0.0008517212,0.000109685,0.0005562897,0.00008713116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007643962,"about_ca_system_score_gemma":0.0008215744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001885333,"about_ca_topic_score_gemma":0.006304061,"domain_scores_codex":[0.9955921,0.0003485664,0.001075926,0.001444248,0.0008567699,0.0006824335],"domain_scores_gemma":[0.9965438,0.0006786232,0.0005739465,0.001131177,0.0008812986,0.0001912169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003417731,0.005186276,0.001008668,0.006257353,0.0006758508,0.00008113248,0.000343285,0.00194315,0.1386307,0.757885,0.0007610241,0.08380982],"study_design_scores_gemma":[0.004475511,0.001193135,0.007420825,0.003372659,0.0002260056,0.00001872832,0.0003321766,0.001236749,0.8771706,0.0566293,0.0448281,0.003096203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849709,0.0000756988,0.00003777971,0.0002464887,0.001861114,0.001940706,0.001939312,0.000192747,0.008735287],"genre_scores_gemma":[0.9831269,0.000009217776,0.009209068,0.0004553054,0.00002720534,0.001563451,0.001574833,0.00007458205,0.003959449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7385399,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493252046512,"score_gpt":0.245999684468823,"score_spread":0.231067164003703,"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."}}