{"id":"W4388719895","doi":"10.1370/afm.22.s1.4618","title":"Community and provider preferences for STI testing interventions for sexual minority men in Toronto, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Delphi method; Medicine; Context (archaeology); Family medicine; Population; Nursing; Environmental health; Computer science; Geography","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":[0.004343984,0.0002949279,0.0004070059,0.0007564664,0.006824673,0.002450321,0.001228153,0.0006666963,0.01107655],"category_scores_gemma":[0.01252325,0.0004966531,0.0006743628,0.001927836,0.001186461,0.0007836117,0.002067259,0.001101854,0.000283648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1103383,"about_ca_system_score_gemma":0.2330986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899713,"about_ca_topic_score_gemma":0.9970879,"domain_scores_codex":[0.9956132,0.001209338,0.0003092817,0.0002493044,0.001187162,0.00143163],"domain_scores_gemma":[0.9878006,0.001714057,0.0008607244,0.0001630211,0.002832369,0.006629306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001643896,0.0009785934,0.6021956,0.004905335,0.000383111,0.001812284,0.08531337,0.001602462,0.002683939,0.006368157,0.1313688,0.1607444],"study_design_scores_gemma":[0.0004801794,0.0005699749,0.7682073,0.00360461,0.0001995756,0.0002819539,0.1647135,0.002022362,0.000535329,0.0005448036,0.05865754,0.0001827659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208584,0.003869382,0.0008355498,0.03074028,0.0003215951,0.00284594,0.005836085,0.00006382049,0.03462882],"genre_scores_gemma":[0.9846699,0.002012674,0.002567149,0.004306751,0.00004051279,0.0009018405,0.00112242,0.00001998765,0.00435868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103383,"threshold_uncertainty_score":0.8005644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809250442025822,"score_gpt":0.4212220353212818,"score_spread":0.2402969911186997,"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."}}