{"id":"W6963481535","doi":"10.20381/ruor-26601","title":"Patient perspectives on the implementation of routinised syphilis screening with HIV viral load testing: Qualitative process evaluation of the Enhanced Syphilis Screening Among HIV-positive Men trial","year":2021,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syphilis; Men who have sex with men; Intervention (counseling); Human immunodeficiency virus (HIV); Outpatient clinic; Qualitative research; Sexually transmitted disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001182961,0.0005615697,0.0008555128,0.0005098003,0.0003177693,0.00004138703,0.0007904716,0.0002386336,0.001929372],"category_scores_gemma":[0.0004415239,0.0004397428,0.0003304163,0.001351538,0.001103491,0.0007384538,0.0003386728,0.0004768007,0.000005205037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463334,"about_ca_system_score_gemma":0.00123165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905408,"about_ca_topic_score_gemma":0.0004606624,"domain_scores_codex":[0.9926396,0.003106532,0.0006262898,0.0008322372,0.002430259,0.0003650842],"domain_scores_gemma":[0.9935646,0.0009225219,0.00366406,0.0007205178,0.001039841,0.00008843045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03243304,0.00208105,0.01636102,0.0008822068,0.007320656,0.00002037447,0.8652205,0.004248005,0.004400741,0.00394523,0.05912593,0.003961217],"study_design_scores_gemma":[0.03182264,0.001658558,0.01834658,0.005698412,0.001857191,0.000001607129,0.9145512,0.000959615,0.0236547,0.0001081166,0.0004305903,0.0009107616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6532792,0.0002914189,0.0009382966,0.000378946,0.00006855229,0.006900271,0.005378392,0.0001975187,0.3325674],"genre_scores_gemma":[0.9885906,0.000006843967,0.003940435,0.00001718965,0.00009633323,0.00001615007,0.0009178611,0.0003466449,0.006067934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353114,"threshold_uncertainty_score":0.9998055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029424430383814,"score_gpt":0.287039050260129,"score_spread":0.2567448059562909,"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."}}