{"id":"W2130616442","doi":"10.1016/j.jmhg.2007.01.004","title":"The introduction of vaginal microbicides must also target men","year":2007,"lang":"en","type":"article","venue":"The Journal of Men s Health and Gender","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microbicides for sexually transmitted diseases; Vaginal microbicide; Microbicide; Vulnerability (computing); Human immunodeficiency virus (HIV); Medicine; Population; Gynecology; Environmental health; Virology; Health services; Computer security; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01290847,0.0001251169,0.000320822,0.0000869294,0.001502344,0.000004004403,0.0001864265,0.00007625586,0.00005272431],"category_scores_gemma":[0.0001695115,0.00005797512,0.00004120137,0.0001602711,0.000200403,0.00008646395,0.00005871359,0.0009046824,0.000008491291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265097,"about_ca_system_score_gemma":0.0006969477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234464,"about_ca_topic_score_gemma":0.00002243913,"domain_scores_codex":[0.9968362,0.001037403,0.001099734,0.0001330706,0.0003235828,0.0005700433],"domain_scores_gemma":[0.9974162,0.0004362233,0.001212253,0.0002497543,0.0003833325,0.0003022176],"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":[0.0069515,0.0005418426,0.04976589,0.002479808,0.000330088,0.000006481524,0.1203367,0.00005665443,0.008529872,0.005166956,0.7688299,0.03700435],"study_design_scores_gemma":[0.002996664,0.001708337,0.2259827,0.0002173471,0.0000873211,0.0003833361,0.1896379,0.00002961743,0.00109236,0.009499056,0.5681005,0.0002649232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089825,0.04895747,0.008862942,0.2209658,0.004126036,0.002191947,0.00001582795,0.00003301833,0.005864371],"genre_scores_gemma":[0.9771423,0.008064075,0.000931965,0.004264086,0.00617158,0.000002657398,0.000004372956,0.00002868304,0.00339024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681598,"threshold_uncertainty_score":0.9997976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08480342415326377,"score_gpt":0.4321774655801185,"score_spread":0.3473740414268547,"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."}}