{"id":"W3163539940","doi":"10.1097/qad.0000000000002949","title":"Improving adherence to daily preexposure prophylaxis among MSM in Amsterdam by providing feedback via a mobile application","year":2021,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Medication adherence; Men who have sex with men; Family medicine; Internal medicine; Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002830522,0.0005566985,0.0008757089,0.0002940808,0.0004380521,0.0005384527,0.0004746655,0.001298867,0.007164284],"category_scores_gemma":[0.004959176,0.0003873561,0.0006397131,0.0002301593,0.000362603,0.0004644259,0.000748514,0.0007896376,0.0003917263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311803,"about_ca_system_score_gemma":0.0008736132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392389,"about_ca_topic_score_gemma":0.001340035,"domain_scores_codex":[0.9976483,0.00157318,0.0001682903,0.0001840038,0.0002361691,0.0001900443],"domain_scores_gemma":[0.9985296,0.0007098216,0.000397157,0.00004480105,0.00007421558,0.0002444344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2815567,0.06330284,0.04309911,0.01178345,0.001612487,0.0003077529,0.002127999,0.0009988367,0.01183139,0.0001920168,0.002917615,0.5802698],"study_design_scores_gemma":[0.2146489,0.5286973,0.2367853,0.002681955,0.002262935,0.0003704707,0.001103157,0.002124225,0.004438045,0.0002946029,0.006509772,0.00008339749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937111,0.001413896,0.0003198357,0.000430301,0.00009564548,0.00267481,0.0001850331,0.00004441913,0.001124989],"genre_scores_gemma":[0.9899213,0.00148285,0.0021366,0.0002667205,0.0001175403,0.005093714,0.00008585637,0.000004007808,0.0008914101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164284,"threshold_uncertainty_score":0.02396685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126686503367774,"score_gpt":0.2938279512308766,"score_spread":0.2825610861971988,"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."}}