{"id":"W4413021883","doi":"10.2196/67123","title":"Resolving Challenges in HIV Cure–Related Research: Protocol for a Modified Delphi Consensus-Building Process","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Transgender; Ethnic group; Medicine; Health equity; Interim; Delphi method; Protocol (science); Clinical trial; Family medicine; Medical education; Alternative medicine; Political science; Sociology; Public health; Nursing; Gender studies; Computer science","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05721984,0.000363675,0.0005951931,0.003637698,0.002489148,0.0007960039,0.003226251,0.0008795488,0.0001451712],"category_scores_gemma":[0.01693602,0.0003620027,0.0001732727,0.006408239,0.002706198,0.0004645819,0.001026699,0.003771008,0.00005865504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488406,"about_ca_system_score_gemma":0.005130255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499366,"about_ca_topic_score_gemma":0.001352712,"domain_scores_codex":[0.981779,0.00724093,0.001216506,0.001599876,0.004462524,0.003701112],"domain_scores_gemma":[0.9867536,0.007041818,0.0001796013,0.001243088,0.004295257,0.0004866776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006133482,0.00315648,0.001572586,0.009360969,0.00008176434,0.0002722743,0.02541686,0.0001087847,0.00377769,0.7482672,0.1510735,0.0507784],"study_design_scores_gemma":[0.004882017,0.0007204695,0.000212342,0.0122409,0.000001122592,0.000002960501,0.01306375,0.001811376,0.003168227,0.2495742,0.7138662,0.0004564541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000223124,0.00001658374,0.0001032554,0.02790906,0.00001109893,0.895054,0.00001202665,0.0004147212,0.07625605],"genre_scores_gemma":[0.007365168,0.000007827154,0.001886163,0.00002419249,0.0001740397,0.985713,0.000002637348,0.00008522092,0.004741764],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5627927,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7822231888511391,"score_gpt":0.7199249703904508,"score_spread":0.06229821846068828,"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."}}