{"id":"W2933892106","doi":"10.1097/qad.0000000000002170","title":"Correspondence","year":2019,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Emtricitabine; Context (archaeology); Seroconversion; Men who have sex with men; Odds; Sexual transmission; Medicine; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Psychology; Demography; Family medicine; Antiretroviral therapy; Viral load; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001426149,0.0001446402,0.0003032395,0.0002564551,0.00003014541,0.00002818245,0.0002003759,0.0003887343,0.01306381],"category_scores_gemma":[0.0003548083,0.0001171399,0.0003015359,0.0001640656,0.00007008947,0.00005245574,0.00007063376,0.001757,0.01989166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006559227,"about_ca_system_score_gemma":0.0001932606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005756594,"about_ca_topic_score_gemma":8.235153e-7,"domain_scores_codex":[0.9986362,0.00007161415,0.0001826462,0.00026379,0.0004930132,0.0003527312],"domain_scores_gemma":[0.9990559,0.0001410593,0.00004298353,0.0005725545,0.0001216959,0.00006582557],"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":[0.0000236813,0.00002004668,0.000795687,0.000240322,0.00007267813,0.0005371658,0.0000149819,1.799081e-8,0.000213197,0.00002096953,0.9924028,0.005658437],"study_design_scores_gemma":[0.0003183025,0.002621182,0.0001850825,0.00048734,0.0000540318,0.00008895863,0.000007595955,0.00004055219,0.0001286003,0.00004158983,0.9959171,0.0001096739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008562037,0.0006697499,0.0004441896,0.7174115,0.0004442975,0.0005434424,0.0001001005,0.00008872621,0.2794418],"genre_scores_gemma":[0.0003500031,0.00003406648,0.0001345457,0.3415719,0.001675573,0.00001934316,0.000291472,0.00002655577,0.6558965],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3764548,"threshold_uncertainty_score":0.9878384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150552635163836,"score_gpt":0.3427796076445463,"score_spread":0.311274081292908,"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."}}