{"id":"W3214498116","doi":"10.1089/aid.2021.0075","title":"Conjoint Analysis of User Acceptability of Sustained Long-Acting Pre-Exposure Prophylaxis for HIV","year":2021,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Implant; Medicine; Human immunodeficiency virus (HIV); Pill; Pre-exposure prophylaxis; Modalities; Men who have sex with men; Family medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001869445,0.0001444851,0.0007324813,0.0009850212,0.0002620126,0.00006568716,0.0001814693,0.0001171196,0.00295207],"category_scores_gemma":[0.005019851,0.0001214502,0.0004831071,0.001600367,0.0007315386,0.000178489,0.0002439625,0.0004424901,0.000002445857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005099,"about_ca_system_score_gemma":0.0003986745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000476889,"about_ca_topic_score_gemma":0.0008176828,"domain_scores_codex":[0.9970918,0.0003489612,0.0006559355,0.0004596178,0.0008369621,0.000606762],"domain_scores_gemma":[0.9953619,0.0006828021,0.0001271683,0.0006628981,0.00284621,0.0003190125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009011908,0.0009944016,0.9464914,0.002013605,0.001979345,0.00002546452,0.0006194415,0.00000146077,0.0304944,0.003339837,0.001877119,0.01126231],"study_design_scores_gemma":[0.001981984,0.02176716,0.8916671,0.0001440885,0.000427503,0.000003329627,0.004270992,0.00006840347,0.07737124,0.0004807077,0.001673201,0.0001443186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994797,0.0005526649,0.0009879991,0.0001383765,0.000008301104,0.0007573371,0.0002489329,0.00001878605,0.002490615],"genre_scores_gemma":[0.9836589,0.00008155699,0.0007713728,0.00001015865,0.00005907474,0.00008338832,0.000157917,0.00002116931,0.01515647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05482434,"threshold_uncertainty_score":0.9979594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07202349274302014,"score_gpt":0.4244969011867291,"score_spread":0.352473408443709,"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."}}