{"id":"W4282589373","doi":"10.2196/37133","title":"HIV Digital Vaccine Strategy: Proposal for Applying Blockchain in Preventing the Spread of HIV","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HIV vaccine; Timeline; Human immunodeficiency virus (HIV); Men who have sex with men; Business; Internet privacy; Vaccine trial; Medicine; Virology; Computer science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003653037,0.0005194764,0.0002180499,0.001159208,0.001264927,0.002642106,0.001437073,0.003553527,0.006545346],"category_scores_gemma":[0.003890688,0.000178686,0.000558208,0.0007519084,0.001275184,0.004036268,0.002274552,0.001282898,0.001345091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572148,"about_ca_system_score_gemma":0.007293748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336543,"about_ca_topic_score_gemma":0.003556132,"domain_scores_codex":[0.9978486,0.000943924,0.00009098936,0.0002509378,0.00055499,0.0003105389],"domain_scores_gemma":[0.9979663,0.0005071192,0.0001403231,0.0001899494,0.000698151,0.000498174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002369169,0.0006163178,0.005351859,0.0009078953,0.00005828186,0.001121707,0.0009458384,0.01548489,0.006509481,0.5803423,0.05697096,0.3314535],"study_design_scores_gemma":[0.000360554,0.001278709,0.002141432,0.001038364,0.0001255891,0.001099799,0.001658504,0.08835389,0.01119173,0.2672428,0.6253686,0.0001400589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.05831551,0.01204449,0.5580008,0.1686325,0.003675933,0.003836387,0.0005092012,0.002320189,0.192665],"genre_scores_gemma":[0.6078346,0.01311726,0.289542,0.01243032,0.0008447187,0.002119228,0.0006422629,0.000126146,0.07334338],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006545346,"threshold_uncertainty_score":0.0218963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370132019870846,"score_gpt":0.5053973517807706,"score_spread":0.3683841497936859,"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."}}