{"id":"W2800268500","doi":"10.1097/qad.0000000000001826","title":"Seroconversion on preexposure prophylaxis","year":2018,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Serodiscordant; Emtricitabine; Pre-exposure prophylaxis; Men who have sex with men; Condom; Population; Family medicine; Human immunodeficiency virus (HIV); Treatment as prevention; Environmental health; Antiretroviral therapy; Viral load; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001519662,0.000218254,0.000322667,0.0003189436,0.00008444652,0.00003084918,0.0002079829,0.0006527737,0.005843994],"category_scores_gemma":[0.0002056345,0.0001643874,0.0003518649,0.0001898608,0.0001296353,0.0000562005,0.00007777884,0.001786898,0.006254905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073353,"about_ca_system_score_gemma":0.0001135528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005003032,"about_ca_topic_score_gemma":0.000001592816,"domain_scores_codex":[0.9982339,0.0001034668,0.0002203893,0.0003900038,0.0006518291,0.000400373],"domain_scores_gemma":[0.9989032,0.00005400963,0.0000622596,0.0006392924,0.0002136559,0.0001275785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006997045,0.00007141165,0.0006790385,0.0004705107,0.0001305312,0.0003156943,0.00003762135,8.007511e-9,0.0002315155,0.000006938424,0.9812402,0.01674663],"study_design_scores_gemma":[0.0005399354,0.06290008,0.0001362497,0.0008081788,0.00005704463,0.00002993004,0.00001180842,0.00001071597,0.001529421,0.00004862203,0.9337857,0.0001423138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05155536,0.0004198127,0.0002295918,0.6467015,0.0009094824,0.002884431,0.0003128717,0.0003777911,0.2966092],"genre_scores_gemma":[0.01757165,0.00004033741,0.0003373774,0.243771,0.00846545,0.00009074471,0.0009081726,0.00008189245,0.7287334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4321242,"threshold_uncertainty_score":0.9950648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024341183872221,"score_gpt":0.3084416495732666,"score_spread":0.2841004657010456,"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."}}