{"id":"W4409973537","doi":"10.1177/20552076251339016","title":"Use of GetCheckedOnline and testing through healthcare providers among repeat users of British Columbia's digital testing service for sexually transmitted and blood-borne infections: Findings from a cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Public Health Ontario; University of Toronto; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Medicine; Family medicine; Service provider; Health care; Service (business); Business; Pathology; Political science; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0003789818,0.0001404004,0.0004824463,0.0001141465,0.0002278394,0.0005361961,0.00006871349,0.0001116925,0.000004008277],"category_scores_gemma":[0.00548978,0.0001927491,0.00008248998,0.0008065568,0.0002860783,0.001142183,0.00006870807,0.0002546357,1.894679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000732303,"about_ca_system_score_gemma":0.0007366324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2295417,"about_ca_topic_score_gemma":0.1036522,"domain_scores_codex":[0.9979305,0.00005997209,0.000886557,0.0004722853,0.0002617837,0.0003888843],"domain_scores_gemma":[0.9962803,0.001912551,0.0002247945,0.0001845806,0.001157431,0.0002403596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400485,0.0004395616,0.9792662,0.002688933,0.0001437704,0.000003992488,0.0001895214,0.000003292725,0.000056678,0.000004876513,0.0004703735,0.0165928],"study_design_scores_gemma":[0.001880332,0.002857531,0.9909139,0.001951469,0.00002195991,0.00004509567,0.000241251,0.001536602,0.00002112309,0.0003273932,0.00008685117,0.0001164957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880002,0.0003747742,0.0005033364,0.0003848043,0.00003125381,0.001221399,0.009332968,0.00006824553,0.00008299367],"genre_scores_gemma":[0.9945371,0.00003745137,0.002646395,0.0001876969,0.0000283912,0.00005120964,0.001331652,0.0000279,0.001152176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258895,"threshold_uncertainty_score":0.9127038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07627928909314967,"score_gpt":0.361430483840858,"score_spread":0.2851511947477083,"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."}}