{"id":"W4411429551","doi":"10.2196/preprints.78561","title":"Health equity analysis of awareness and use of GetCheckedOnline, British Columbia’s web-based intervention for sexually transmitted and blood-borne infection testing: A cross-sectional study (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health equity; Cross-sectional study; Confidence interval; Reproductive health; Logistic regression; Odds ratio; Demography; Family medicine; Environmental health; Public health; Nursing; Sociology; Population","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":[0.00190051,0.0003189523,0.0004480738,0.0008175144,0.001447934,0.001290016,0.001318611,0.0007334813,0.002539052],"category_scores_gemma":[0.005083404,0.0004615625,0.0006958871,0.002457915,0.0006074315,0.0005571208,0.00106127,0.001118377,0.0003112223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007833743,"about_ca_system_score_gemma":0.009568582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9099429,"about_ca_topic_score_gemma":0.906113,"domain_scores_codex":[0.9983041,0.0003596162,0.0001809092,0.0002721584,0.0004734248,0.0004097428],"domain_scores_gemma":[0.9951041,0.0007864022,0.001137523,0.0002289401,0.001716707,0.001026348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041194,0.0002260352,0.9940172,0.00005173419,0.00007717919,0.00002321549,0.0008602169,0.00005519069,0.00006894593,0.00002986608,0.001109563,0.003376665],"study_design_scores_gemma":[0.00001083894,0.00008354372,0.9981946,0.00003768507,0.00003282238,0.000009217165,0.001210006,0.0001230785,0.00002962341,0.000007169878,0.0002561824,0.00000510664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958835,0.0001236069,0.00005978489,0.0001407722,0.000007017785,0.0001074975,0.002958662,0.00000360139,0.0007155584],"genre_scores_gemma":[0.9969909,0.0001347871,0.0001593693,0.0001754956,0.000006222195,0.0001619014,0.001656111,0.000003603325,0.0007117219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09005708,"threshold_uncertainty_score":0.1811748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08629128234991372,"score_gpt":0.4260671448223277,"score_spread":0.3397758624724139,"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."}}