{"id":"W2980481820","doi":"10.1002/jia2.25389","title":"Motives for choosing, switching and stopping daily or event‐driven pre‐exposure prophylaxis – a qualitative analysis","year":2019,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"ViiV Healthcare; Janssen Pharmaceuticals; ZonMw; Gilead Sciences","keywords":"Medicine; Pre-exposure prophylaxis; Regimen; Context (archaeology); Men who have sex with men; Dosing; Family medicine; Human immunodeficiency virus (HIV); Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001049701,0.0001061748,0.0003106174,0.0001529632,0.0001165681,0.00007577539,0.0002896923,0.00005775287,0.0002016616],"category_scores_gemma":[0.0008514957,0.00006017883,0.001127077,0.0003008717,0.00005601586,0.0002862459,0.000108879,0.0003827318,0.000002296065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022866,"about_ca_system_score_gemma":0.000162955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002618392,"about_ca_topic_score_gemma":0.00001462277,"domain_scores_codex":[0.9984768,0.0001152529,0.0004680826,0.0001471318,0.0006382103,0.0001545111],"domain_scores_gemma":[0.998307,0.0003341203,0.0004303159,0.0001325149,0.0006998664,0.00009620687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004468794,0.00183581,0.5338576,0.001082337,0.05424338,0.00001803481,0.1575991,0.001649932,0.1646818,0.002111275,0.04226251,0.0361894],"study_design_scores_gemma":[0.02569851,0.04692705,0.5110337,0.006744766,0.006079308,0.0007110228,0.1680033,0.188476,0.01048932,0.006836758,0.02787788,0.001122442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728501,0.0002162491,0.02298095,0.003143677,0.0001631009,0.0003526769,0.00004142526,0.000005821265,0.0002459627],"genre_scores_gemma":[0.9729495,0.00005874344,0.007802277,0.0001798135,0.0002182189,0.000009237483,0.0000054937,0.00001146272,0.01876523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868261,"threshold_uncertainty_score":0.2454021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654167395380988,"score_gpt":0.3946489118748898,"score_spread":0.3681072379210799,"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."}}