{"id":"W4308588624","doi":"10.1017/s0950268822001741","title":"Eligibility criteria <i>vs</i>. need for pre-exposure prophylaxis: a reappraisal among men who have sex with men in Amsterdam, the Netherlands","year":2022,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Stichting Sanquin Bloedvoorziening; Universiteit van Amsterdam; Amsterdam University Medical Centers","keywords":"Medicine; Men who have sex with men; Relative risk; Confidence interval; Demography; Population; Pre-exposure prophylaxis; Cohort; Gynecology; Human immunodeficiency virus (HIV); Cohort study; Attributable risk; Casual; Internal medicine; Epidemiology; Immunology; Environmental health; Syphilis","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":[0.008723932,0.0002384603,0.0005687624,0.001759568,0.0004415809,0.001382996,0.00123729,0.0008095402,0.001790815],"category_scores_gemma":[0.02526583,0.0004210554,0.001406791,0.001928583,0.0003842184,0.001295814,0.001372446,0.00104513,0.0001689246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155804,"about_ca_system_score_gemma":0.001367581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04261774,"about_ca_topic_score_gemma":0.05984743,"domain_scores_codex":[0.9936931,0.002908771,0.001316028,0.0006348833,0.001075775,0.0003713089],"domain_scores_gemma":[0.9871464,0.004208084,0.005352576,0.0005420095,0.001867341,0.0008836624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004992833,0.00004789768,0.9658507,0.0009631587,0.0006219082,0.000225751,0.001061894,0.0002978873,0.0003013392,0.000655785,0.005671343,0.02380299],"study_design_scores_gemma":[0.00005121351,0.00009434935,0.9883449,0.001207731,0.0003649248,0.0002712356,0.001252742,0.001115825,0.0001492502,0.000244176,0.006882927,0.00002063099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557297,0.01778047,0.002319263,0.009850179,0.0005060375,0.0006247939,0.006637087,0.00003367736,0.006518678],"genre_scores_gemma":[0.9939358,0.001625244,0.001129183,0.0009587155,0.0001480203,0.0002444481,0.00140631,0.00001962805,0.0005326942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04261774,"threshold_uncertainty_score":0.08473933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576661841818746,"score_gpt":0.3808530287395288,"score_spread":0.3550864103213413,"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."}}