{"id":"W4404053929","doi":"10.17615/1ane-yn18","title":"Long-acting injectable multipurpose prevention technology for prevention of HIV and unplanned pregnancy","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Partenariat Canadien Contre Le Cancer; National Science Foundation","keywords":"Human immunodeficiency virus (HIV); Pregnancy; Medicine; Obstetrics; Intensive care medicine; Virology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001093585,0.00009814656,0.0002048054,0.000362344,0.0000803983,0.00006822787,0.00006294757,0.0001076534,0.0001922718],"category_scores_gemma":[0.0003959403,0.00008419684,0.0001198096,0.0003347049,0.0001297678,0.0005577567,0.00007141576,0.0001267983,0.00001380361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722677,"about_ca_system_score_gemma":0.0001231137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006814522,"about_ca_topic_score_gemma":0.00001387134,"domain_scores_codex":[0.9991506,0.00003048923,0.000269862,0.0002219816,0.0001168376,0.0002102799],"domain_scores_gemma":[0.9995553,0.000105028,0.00005418562,0.0001563566,0.00006945311,0.00005962836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007151923,0.0006949611,0.01896587,0.00888518,0.0006818623,0.00004413175,0.001235847,0.000002881071,0.03119153,0.2785836,0.02322306,0.6357759],"study_design_scores_gemma":[0.006237946,0.01918651,0.002944783,0.03148454,0.0006263416,0.0001847638,0.003717549,0.01785578,0.4383921,0.4364729,0.04231685,0.0005799453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.544053,0.06550127,0.344804,0.008210968,0.0004640775,0.007082563,0.0002124111,0.001398791,0.02827291],"genre_scores_gemma":[0.7780403,0.0001150275,0.03053818,0.000008572405,0.000105117,0.0003182382,0.0002537851,0.00004478421,0.190576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6351959,"threshold_uncertainty_score":0.3433448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171848986509793,"score_gpt":0.3307084803838866,"score_spread":0.2989899905187886,"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."}}