{"id":"W4382538598","doi":"10.2196/40477","title":"Community and Health Care Provider Preferences for Bacterial Sexually Transmitted Infection Testing Interventions for Gay, Bisexual, and Other Men Who Have Sex With Men: e-Delphi Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Hassle Free Clinic; Community Based Research Centre; Women's College Hospital; Maple Leaf Medical Clinic; Ontario HIV Treatment Network; Public Health Ontario; BC Centre for Disease Control; University of Toronto; Alpha Cancer Technologies","funders":"","keywords":"Psychological intervention; Men who have sex with men; Delphi method; Medicine; Reproductive health; Sexually active; Sexually transmitted disease; Gerontology; Family medicine; Human immunodeficiency virus (HIV); Psychology; Nursing; Population; Environmental health; Syphilis","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":[0.03009196,0.0006118973,0.000611324,0.001680611,0.003601496,0.001733563,0.00119843,0.001713378,0.004518214],"category_scores_gemma":[0.05013406,0.0006960422,0.001310794,0.001107518,0.001919474,0.002452581,0.005215163,0.001886176,0.0004627125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007489094,"about_ca_system_score_gemma":0.01725937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04047233,"about_ca_topic_score_gemma":0.06608542,"domain_scores_codex":[0.9824291,0.01110575,0.001141462,0.0007401865,0.001616416,0.002966921],"domain_scores_gemma":[0.9817457,0.009626601,0.001464373,0.0005285761,0.004548006,0.002086684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00141219,0.003432743,0.1931647,0.002851926,0.0002110346,0.001046623,0.7234142,0.0006975645,0.001255439,0.001958197,0.007086519,0.06346878],"study_design_scores_gemma":[0.0003660001,0.002073157,0.1245096,0.001749592,0.00009650384,0.0003162495,0.8577651,0.002524375,0.0004531574,0.001018293,0.008961977,0.0001659882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993938,0.0001126918,0.0006172946,0.0007387967,0.00002410744,0.002314223,0.0002323423,0.000004426663,0.002018175],"genre_scores_gemma":[0.9898829,0.0002857173,0.002127334,0.001291844,0.00001426505,0.005639754,0.0001865937,0.000007662109,0.0005639517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04047233,"threshold_uncertainty_score":0.1591434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3404649852651088,"score_gpt":0.5326926212118684,"score_spread":0.1922276359467596,"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."}}