{"id":"W4205303029","doi":"10.1097/qai.0000000000002914","title":"Evaluation of a Public Health Referral System to Re-Engage Individuals Living With HIV Who Have Interrupted Antiretroviral Therapy in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; Fraser Health; Simon Fraser University; AIDS Vancouver; University of British Columbia","funders":"","keywords":"Public health; Referral; Human immunodeficiency virus (HIV); Antiretroviral therapy; Patient referral; Health services","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01247537,0.001173333,0.001016363,0.001803697,0.007978546,0.004219783,0.005645655,0.001859724,0.004140029],"category_scores_gemma":[0.02178933,0.0009151424,0.001148707,0.003489597,0.001946313,0.001307762,0.003523465,0.002452372,0.0004392368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1777262,"about_ca_system_score_gemma":0.347871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965431,"about_ca_topic_score_gemma":0.9973586,"domain_scores_codex":[0.9850532,0.00433074,0.0007402239,0.001118751,0.003793689,0.004963319],"domain_scores_gemma":[0.9640248,0.003812044,0.002201983,0.0009082843,0.01826901,0.01078389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006125076,0.008412158,0.7340198,0.003080379,0.0007562338,0.001007081,0.01149926,0.008345015,0.001681344,0.002251622,0.03558743,0.1872346],"study_design_scores_gemma":[0.003071391,0.00734094,0.9106942,0.001872182,0.0008802409,0.0003261803,0.03137548,0.02290127,0.0009911738,0.0004363846,0.01975006,0.0003605277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628133,0.001936238,0.00163852,0.00842071,0.0002091429,0.008138422,0.005742551,0.0002900321,0.0108111],"genre_scores_gemma":[0.97633,0.00159774,0.007557441,0.004142893,0.00007846317,0.003109003,0.002984689,0.00005553884,0.004144237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1777262,"threshold_uncertainty_score":0.953721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637872242430867,"score_gpt":0.3278741752141071,"score_spread":0.2640869509710204,"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."}}