{"id":"W2523657323","doi":"10.2196/resprot.6293","title":"Get Checked… Where? The Development of a Comprehensive, Integrated Internet-Based Testing Program for Sexually Transmitted and Blood-Borne Infections in British Columbia, Canada","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; AIDS Vancouver; College & Association of Registered Nurses of Alberta; Provincial Health Services Authority; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"The Internet; Medicine; Family medicine; Telecommunications; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534044,0.0001451814,0.0003090632,0.0001939574,0.0003989388,0.0001361876,0.0003664436,0.0001706242,0.0001812461],"category_scores_gemma":[0.001122553,0.0001281201,0.00003940105,0.0009090735,0.0008803945,0.0001071325,0.0001230469,0.0007271015,0.000006048495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556056,"about_ca_system_score_gemma":0.003176848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.395839,"about_ca_topic_score_gemma":0.9398536,"domain_scores_codex":[0.9970534,0.0008983113,0.0005777954,0.000543455,0.0001895359,0.0007375082],"domain_scores_gemma":[0.9957778,0.002089167,0.0001094044,0.0003750346,0.001593115,0.00005543225],"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":[0.0003622896,0.003124543,0.2971072,0.000809066,0.0002782074,0.00001224649,0.000326738,0.000002458464,0.293637,0.00001978787,0.006021015,0.3982994],"study_design_scores_gemma":[0.008161158,0.003129616,0.5135346,0.003178873,0.000006977278,0.00009650383,0.0004649079,0.00003040507,0.05440694,0.00009851123,0.4165534,0.0003381078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7449697,0.00003340306,0.0001915739,0.0003557081,0.00001393338,0.2542219,0.00005958767,0.00005989785,0.0000943118],"genre_scores_gemma":[0.3366874,8.094365e-7,0.001054678,0.000008490975,0.00001146286,0.6607805,0.00001984196,0.00002454588,0.001412244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5440146,"threshold_uncertainty_score":0.6081842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010668462290176,"score_gpt":0.419853700795338,"score_spread":0.3187868545663204,"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."}}