{"id":"W2970301379","doi":"10.1136/sextrans-2019-054071","title":"A cohort study comparing rate of repeat testing for sexually transmitted and blood-borne infections between clients of an internet-based testing programme and of sexually transmitted infection clinics in Vancouver, Canada","year":2019,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; University of British Columbia","keywords":"Medicine; Cohort; The Internet; Sexually transmitted disease; Family medicine; Cohort study; Human immunodeficiency virus (HIV); Internal medicine; World Wide Web; Syphilis","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":[0.0009729586,0.0004917912,0.0007287706,0.001447678,0.002202783,0.001798318,0.001752108,0.0006546567,0.001976414],"category_scores_gemma":[0.003695601,0.0009812331,0.0005778315,0.00386054,0.0007810668,0.0005583032,0.001249972,0.00126822,0.0003854702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048851,"about_ca_system_score_gemma":0.01064411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9676008,"about_ca_topic_score_gemma":0.9662869,"domain_scores_codex":[0.9981043,0.0001530815,0.0001287358,0.0004649637,0.000581935,0.000566897],"domain_scores_gemma":[0.9968093,0.0002569551,0.0007555989,0.000214344,0.001113155,0.000850496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006224014,0.00003755829,0.9983429,0.000009513037,0.00003928901,0.0000520682,0.0004418446,0.00002040899,0.00005244571,0.00001448692,0.0001979847,0.000729132],"study_design_scores_gemma":[0.00001135877,0.00004297195,0.9977142,0.00001770429,0.00002359108,0.00007328419,0.001650247,0.0002113289,0.00002506317,0.000009727165,0.0002130613,0.000007480964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997479,0.000113535,0.00005837072,0.00004352346,0.000005029382,0.00005338712,0.001805981,0.000003443756,0.0004377086],"genre_scores_gemma":[0.9976767,0.0001698862,0.00009576086,0.0000589279,0.000004143563,0.00003723198,0.001272557,0.000005142565,0.0006796902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239924,"threshold_uncertainty_score":0.07609981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419504397745241,"score_gpt":0.3033493589143883,"score_spread":0.2691543149369359,"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."}}