{"id":"W6961523786","doi":"10.14288/1.0443754","title":"Promoting equitable access to digital sexually transmitted and blood borne infection testing interventions in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Human immunodeficiency virus (HIV); Sexually transmitted disease; Digital health; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005802958,0.0004388849,0.000803768,0.002733494,0.005561477,0.004935387,0.002235881,0.0009833201,0.008606153],"category_scores_gemma":[0.02230039,0.0004183883,0.0006299576,0.005059917,0.00158307,0.001545203,0.002916497,0.001512606,0.0003461662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09595085,"about_ca_system_score_gemma":0.3623915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937608,"about_ca_topic_score_gemma":0.997952,"domain_scores_codex":[0.9954809,0.001298486,0.0003163905,0.0002751193,0.001489858,0.001139233],"domain_scores_gemma":[0.9781335,0.004266063,0.0008915825,0.0003067555,0.01247165,0.003930464],"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":[0.000572915,0.0006271183,0.1014103,0.02459458,0.0005722832,0.001420822,0.02231901,0.002398928,0.001483741,0.01642841,0.1477869,0.680385],"study_design_scores_gemma":[0.0008010746,0.0006037107,0.45854,0.06986428,0.001454968,0.0005302104,0.07359122,0.00405035,0.001809183,0.005703801,0.3826329,0.0004183761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4242683,0.1725909,0.005055622,0.1197329,0.001906721,0.00446281,0.01355511,0.0004344781,0.2579931],"genre_scores_gemma":[0.8689413,0.08380492,0.01101018,0.01156496,0.0001447918,0.002139063,0.002340683,0.00009861156,0.0199555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09595085,"threshold_uncertainty_score":0.6961754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789088066870184,"score_gpt":0.227771352733708,"score_spread":0.2098804720650062,"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."}}