{"id":"W4386548165","doi":"10.2196/47379","title":"Human Papillomavirus (HPV) Infections Among Participants Undergoing Chlamydia trachomatis Testing in Reunion Island (RUN-SurV-HPV Study): Protocol for a Prevalence Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Société Française de Dermatologie et de Pathologie Sexuellement Transmissible","keywords":"Chlamydia trachomatis; Medicine; Human papillomavirus; Chlamydia; Protocol (science); Virology; Immunology; Internal medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03350501,0.003620785,0.004078423,0.003637156,0.00466497,0.002003813,0.00327151,0.004058665,0.04641649],"category_scores_gemma":[0.01768364,0.002556739,0.002809338,0.003049654,0.001905787,0.002203783,0.002225985,0.002927053,0.01251053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004805591,"about_ca_system_score_gemma":0.0212583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007883357,"about_ca_topic_score_gemma":0.01007241,"domain_scores_codex":[0.9826573,0.0103757,0.003045651,0.001425675,0.001095787,0.001399988],"domain_scores_gemma":[0.9830036,0.002905295,0.002677855,0.00249644,0.007134346,0.00178245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2386795,0.06601941,0.1202949,0.06372976,0.001999494,0.003149489,0.01069869,0.007660577,0.02090145,0.01307037,0.2731797,0.1806169],"study_design_scores_gemma":[0.178676,0.065154,0.2590025,0.01756756,0.001134172,0.00104011,0.00880332,0.005337172,0.006648555,0.006214235,0.4494845,0.0009377467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002853886,0.0001226421,0.0008966703,0.0001082314,0.00008661659,0.990878,0.003760572,0.00006416224,0.001229289],"genre_scores_gemma":[0.001420587,0.00006759907,0.0018257,0.00009589604,0.00001827928,0.9955297,0.0007654133,0.000004974254,0.0002718069],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04641649,"threshold_uncertainty_score":0.1771935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5525765333616337,"score_gpt":0.6289240006212478,"score_spread":0.07634746725961405,"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."}}