{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391305,0.000371691,0.0003080334,0.001390234,0.001643654,0.001577358,0.001111883,0.0003208768,0.03303804],"category_scores_gemma":[0.005632916,0.0003445806,0.0002299566,0.001892157,0.0008396419,0.0008062035,0.002237595,0.000641196,0.004429324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004004884,"about_ca_system_score_gemma":0.01803715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.531796,"about_ca_topic_score_gemma":0.6532259,"domain_scores_codex":[0.9982347,0.0002586928,0.00008842476,0.0001377328,0.0008376684,0.0004427551],"domain_scores_gemma":[0.9892797,0.001363893,0.001286,0.0005879866,0.002803333,0.004679019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004517171,0.0009454874,0.3557694,0.0006673966,0.00004826166,0.0004869645,0.002584443,0.0003012797,0.001564797,0.0003837796,0.1239504,0.5128459],"study_design_scores_gemma":[0.0002219735,0.0005589265,0.8431009,0.0006615148,0.00005398685,0.0007963742,0.002959077,0.001278098,0.001061721,0.000262112,0.1489673,0.00007793267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6906666,0.002364858,0.003025124,0.006256037,0.0002417745,0.004942613,0.02532997,0.005348848,0.2618241],"genre_scores_gemma":[0.9245911,0.002377887,0.01110694,0.002636856,0.0001620547,0.0008869494,0.01127661,0.0004208574,0.04654078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.531796,"threshold_uncertainty_score":0.9419227,"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."}}