{"id":"W4295429919","doi":"10.1371/journal.pone.0273713","title":"Stopping syphilis transmission in Arctic communities through rapid diagnostic testing: The STAR study protocol","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Government of Canada; University of Toronto; BC Children's Hospital; Public Health Ontario; University of British Columbia; Nunavik Regional Board of Health and Social Services; McGill University; Institut National de Santé Publique du Québec; Institute of Infection and Immunity; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Syphilis; Medicine; Transmission (telecommunications); Context (archaeology); Point-of-care testing; Diagnostic test; Environmental health; Immunology; Pediatrics; Geography; Computer science; Telecommunications; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03075509,0.003815246,0.003332558,0.002090304,0.006063103,0.003120919,0.004337676,0.003425433,0.02533762],"category_scores_gemma":[0.01817458,0.003025127,0.003191803,0.002309339,0.002292124,0.002273324,0.002714318,0.004376783,0.008601284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01294326,"about_ca_system_score_gemma":0.06163396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08992426,"about_ca_topic_score_gemma":0.1524367,"domain_scores_codex":[0.9847542,0.008803621,0.001867148,0.001467162,0.001217874,0.001890033],"domain_scores_gemma":[0.9884271,0.001665292,0.001886572,0.001263483,0.004152634,0.002604914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2811909,0.06073126,0.07150426,0.0478546,0.002623129,0.004170246,0.01710386,0.01530234,0.006637016,0.02528661,0.2469518,0.220644],"study_design_scores_gemma":[0.2067166,0.07264846,0.2145263,0.02685587,0.002117258,0.001279365,0.01033909,0.01281313,0.004938871,0.01402317,0.4325747,0.001167245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004749907,0.0002826614,0.0022655,0.0002907618,0.0001496839,0.9850168,0.004517212,0.00005555756,0.002671959],"genre_scores_gemma":[0.004987675,0.000265477,0.003115903,0.0002376797,0.0000502445,0.9896208,0.0012417,0.000005876662,0.0004746631],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08992426,"threshold_uncertainty_score":0.1788017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885706353449295,"score_gpt":0.3195700698753202,"score_spread":0.1309994345303907,"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."}}