{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661955,0.0001295383,0.0002230374,0.0001376328,0.00006580586,0.0000582537,0.0001448551,0.00009277193,0.0002933769],"category_scores_gemma":[0.0003043384,0.0001214825,0.00009868637,0.0007005795,0.00004528996,0.0002115299,0.000137073,0.0003036754,0.0002405724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328838,"about_ca_system_score_gemma":0.0001270388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009153755,"about_ca_topic_score_gemma":0.000290977,"domain_scores_codex":[0.9984969,0.00008128332,0.0003315529,0.0004278851,0.0003053808,0.0003569456],"domain_scores_gemma":[0.9990597,0.00003802914,0.00005739727,0.0004209617,0.0001900885,0.0002338404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004501708,0.0002745022,0.07713538,0.0002630924,0.00002015035,0.00001941724,0.0004106278,0.000002626707,0.4949461,0.000008036287,0.005630231,0.4212448],"study_design_scores_gemma":[0.005534563,0.08702619,0.04953699,0.002261364,0.000105928,0.00009258757,0.003933426,0.01693976,0.8080065,0.0001596696,0.02538579,0.001017268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810581,0.0003609746,0.01475732,0.00007414526,0.00004393559,0.001453118,0.0000188231,0.00005568394,0.002177864],"genre_scores_gemma":[0.9678687,0.000009507579,0.001878339,0.00005900546,0.00008578345,0.001160384,0.00007556011,0.00002382256,0.02883883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202276,"threshold_uncertainty_score":0.495391,"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."}}