{"id":"W2600626537","doi":"10.2196/jmir.7097","title":"Use of GetCheckedOnline, a Comprehensive Web-based Testing Service for Sexually Transmitted and Blood-Borne Infections","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Health Canada; Fraser Health; Ottawa Public Health; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Men who have sex with men; Family medicine; Service (business); Sexually transmitted disease; Disease control; Blood testing; Environmental health; Business; Human immunodeficiency virus (HIV); Syphilis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002985343,0.0001296662,0.0005037036,0.0005795214,0.0001906482,0.0001581252,0.0005482164,0.0002029582,0.0004078708],"category_scores_gemma":[0.02188385,0.0000962751,0.0002131259,0.0002688714,0.0006574852,0.0002459778,0.0001740384,0.001514433,0.000004951985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004478865,"about_ca_system_score_gemma":0.001245391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423582,"about_ca_topic_score_gemma":0.000758111,"domain_scores_codex":[0.996353,0.0002932798,0.0007949372,0.0001998667,0.00192416,0.0004347052],"domain_scores_gemma":[0.9907981,0.002798798,0.0003145905,0.0003653799,0.004897996,0.0008251186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008284371,0.01521791,0.1928662,0.01031539,0.005197905,0.002839409,0.002066401,0.00002839094,0.2141621,0.001391916,0.2539315,0.2936985],"study_design_scores_gemma":[0.04105067,0.07469579,0.203074,0.023217,0.000899356,0.003655775,0.001078445,0.5167539,0.02539793,0.0008639127,0.1087479,0.0005653122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728314,0.0003119733,0.002745903,0.0232155,0.00006620494,0.0004519855,0.00004743519,0.00001072996,0.0003188891],"genre_scores_gemma":[0.9926063,0.0001922413,0.004622879,0.0002444156,0.0003815229,0.00002063032,0.00001265056,0.00002676451,0.001892553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5167255,"threshold_uncertainty_score":0.9863552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895190261766216,"score_gpt":0.4650373341661383,"score_spread":0.2755183079895168,"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."}}