{"id":"W4415658881","doi":"10.1097/olq.0000000000002264","title":"A Qualitative Exploration of Barriers to, and Interventions to Improve, Chlamydia Retesting in England Using the Behavior Change Wheel","year":2025,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Psychological intervention; Behaviour change; Behavior change; Chlamydia; Public health; Equity (law); Public health interventions; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01843102,0.000566069,0.0007798568,0.001098806,0.006374307,0.002765357,0.001830209,0.001447352,0.002371742],"category_scores_gemma":[0.01874006,0.0007670073,0.0005784969,0.001007395,0.007095572,0.002971312,0.005249702,0.001975693,0.0002160862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107294,"about_ca_system_score_gemma":0.01146507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0337797,"about_ca_topic_score_gemma":0.05601592,"domain_scores_codex":[0.9827902,0.01414928,0.0004527159,0.0004641435,0.0008472487,0.001296377],"domain_scores_gemma":[0.9761554,0.01964741,0.001104324,0.0005392463,0.001278143,0.001275509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006269881,0.00006996599,0.002508326,0.0005344133,0.00000579567,0.0008070043,0.9870139,0.0001008993,0.0004900593,0.001294628,0.0006437271,0.006468607],"study_design_scores_gemma":[0.00003568689,0.0002005672,0.003758341,0.001021196,0.00001524514,0.0002483328,0.974566,0.0002796304,0.0004299488,0.0006884667,0.01872677,0.00002984062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775764,0.001341928,0.007744971,0.005493725,0.0001285762,0.001352402,0.0003318946,0.00004613557,0.005983948],"genre_scores_gemma":[0.9853808,0.001235071,0.007434767,0.001089363,0.00001967058,0.001732708,0.0001058216,0.0000316662,0.002970255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0337797,"threshold_uncertainty_score":0.09747374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09099060160328738,"score_gpt":0.4103645954699143,"score_spread":0.3193739938666269,"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."}}