{"id":"W4404310123","doi":"10.2196/62801","title":"Preferences for Starting Daily, On-Demand, and Long-Acting Injectable HIV Preexposure Prophylaxis Among Men Who Have Sex With Men in the United States (2021-2022): Nationwide Online Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Medicine; Family medicine; Human immunodeficiency virus (HIV); Demography","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":[0.001161357,0.0002330836,0.0002543438,0.0005988511,0.0005881767,0.0007918351,0.0002813975,0.000674055,0.002033472],"category_scores_gemma":[0.002427966,0.0003755778,0.000639824,0.000547829,0.0003025912,0.0008513615,0.0005125402,0.001000957,0.0003670135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576657,"about_ca_system_score_gemma":0.0002619904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008727673,"about_ca_topic_score_gemma":0.01439796,"domain_scores_codex":[0.9995241,0.0001541459,0.00005933306,0.00007058464,0.0001219786,0.00006979932],"domain_scores_gemma":[0.9983464,0.0002595962,0.0008767623,0.00005935252,0.0001362616,0.0003216088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004503888,0.0001376007,0.9978374,0.00001274503,0.00004737799,0.00003003976,0.000436397,0.00001961523,0.00007153555,0.00001288354,0.0001379638,0.001211439],"study_design_scores_gemma":[0.000005024568,0.000137839,0.9974748,0.00001579957,0.00001975683,0.0001811527,0.001689761,0.0001986877,0.00003626912,0.0000163818,0.0002184615,0.000006055285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990321,0.0000951197,0.00002951376,0.00006717246,0.000005614148,0.00002002133,0.0003062819,0.000001391717,0.0004426256],"genre_scores_gemma":[0.9992151,0.00009351917,0.00007854245,0.0001037362,0.00000667984,0.0000187958,0.0002551069,0.000001032134,0.000227523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008727673,"threshold_uncertainty_score":0.01735371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03989299638441375,"score_gpt":0.3679648066466682,"score_spread":0.3280718102622545,"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."}}