{"id":"W4382538521","doi":"10.2196/preprints.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 (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Delphi method; Family medicine; Likert scale; Reproductive health; Gynecology; Psychology; Environmental health; Nursing; Population; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02907846,0.0005039623,0.0005705511,0.001309957,0.003682056,0.002371278,0.001029191,0.001680656,0.005649388],"category_scores_gemma":[0.04879907,0.0008779119,0.001265035,0.001180944,0.001727124,0.002865248,0.00480353,0.001952161,0.0006057188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007466807,"about_ca_system_score_gemma":0.01952011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05843528,"about_ca_topic_score_gemma":0.07972037,"domain_scores_codex":[0.9860389,0.008312529,0.001100845,0.0006202512,0.001252953,0.002674516],"domain_scores_gemma":[0.9823968,0.009687206,0.001255568,0.0004681055,0.003989514,0.002202767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000858108,0.002267133,0.1965149,0.002027989,0.0001272038,0.0006020536,0.7400131,0.0003336739,0.00088862,0.001430323,0.008632825,0.04630404],"study_design_scores_gemma":[0.0002782104,0.001446543,0.1261911,0.001352509,0.000056178,0.000138349,0.8611804,0.000843723,0.0002912501,0.0005079643,0.007612772,0.0001010223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927827,0.00009848594,0.0004892996,0.001151548,0.00003720457,0.002814909,0.0003438961,0.000005895157,0.002276079],"genre_scores_gemma":[0.9845542,0.0003408829,0.001727206,0.002280463,0.00001922457,0.009833089,0.0002397067,0.0000103959,0.0009947105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05843528,"threshold_uncertainty_score":0.1537835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2046885935591426,"score_gpt":0.4465036799616579,"score_spread":0.2418150864025153,"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."}}