{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122407,0.0002786137,0.0003875413,0.0009510352,0.001365635,0.001198797,0.001251124,0.000753742,0.002354022],"category_scores_gemma":[0.004356056,0.0004704085,0.0004853277,0.00238867,0.0006360063,0.0005526753,0.001106426,0.001042108,0.0003293253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005275293,"about_ca_system_score_gemma":0.006367974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.914347,"about_ca_topic_score_gemma":0.9458303,"domain_scores_codex":[0.9984804,0.0001962581,0.0001829567,0.0001911371,0.0006207689,0.0003285457],"domain_scores_gemma":[0.9955702,0.0005365305,0.001602393,0.0001781919,0.00124582,0.0008668337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000148404,0.00003406964,0.9976633,0.00001906948,0.00001637855,0.0000309708,0.0008036403,0.00001746086,0.0000565478,0.000007685481,0.0002261709,0.00110995],"study_design_scores_gemma":[0.000001368214,0.00001950583,0.9980909,0.00002297858,0.000006488803,0.00003514461,0.001591905,0.00006257762,0.00001561902,0.000003389489,0.0001459178,0.000004342779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976421,0.0001501813,0.00003807777,0.0001557371,0.000002483956,0.00003293672,0.001380678,0.000003691066,0.0005940646],"genre_scores_gemma":[0.9983528,0.0002165788,0.0001157105,0.0001257165,0.000002850912,0.00003794316,0.0007212709,0.000003008169,0.0004242088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08565301,"threshold_uncertainty_score":0.1723148,"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."}}