{"id":"W4210263221","doi":"10.2196/preprints.13801","title":"Community-Directed Bacterial Sexually Transmitted Infection Testing Interventions Among Men Who Have Sex With Men: Protocol for an E-Delphi Study in Toronto, Canada (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Community Based Research Centre; Hassle Free Clinic; University of Toronto; Public Health Ontario; BC Centre for Disease Control; Maple Leaf Medical Clinic; Ontario HIV Treatment Network; Alpha Cancer Technologies; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Gonorrhea; Men who have sex with men; Medicine; Delphi method; Chlamydia; Family medicine; Focus group; Reproductive health; Syphilis; Gynecology; Human immunodeficiency virus (HIV); Environmental health; Nursing; Population; Immunology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06127447,0.003561059,0.003276646,0.002956008,0.008889965,0.003711877,0.004385742,0.003876971,0.07576757],"category_scores_gemma":[0.02741724,0.003942338,0.003791283,0.003416345,0.003369229,0.002568143,0.004385815,0.005670693,0.008934758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02855087,"about_ca_system_score_gemma":0.1136309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.14557,"about_ca_topic_score_gemma":0.2534319,"domain_scores_codex":[0.9757264,0.01370661,0.002673373,0.001476222,0.00225693,0.004160487],"domain_scores_gemma":[0.9769717,0.005494131,0.001770212,0.001709377,0.01018217,0.003872388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.07421104,0.04817855,0.02092719,0.07013724,0.0009127651,0.004892407,0.1300552,0.01856231,0.01261409,0.02241022,0.2444661,0.352633],"study_design_scores_gemma":[0.128458,0.03744726,0.09911593,0.03994074,0.0006290859,0.0006364881,0.1063619,0.006874016,0.00650195,0.01013649,0.5627954,0.001102733],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00200248,0.00005705063,0.001033776,0.000144112,0.00005662733,0.9951848,0.0006820546,0.00001530981,0.0008236633],"genre_scores_gemma":[0.001563771,0.0000840959,0.002048919,0.0001305608,0.00001427388,0.9956416,0.0001483448,0.00000244675,0.0003658485],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.85443,"threshold_uncertainty_score":0.3240542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07205966886896127,"score_gpt":0.3946652296570846,"score_spread":0.3226055607881233,"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."}}