{"id":"W3020955131","doi":"10.1136/sextrans-2019-sti.424","title":"P312 Evaluation of an antiretroviral therapy (ART) interruption alert and referral system in british columbia (BC), canada","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Medicine; Antiretroviral therapy; Referral; Public health; Human immunodeficiency virus (HIV); Pediatrics; Health care; Viral load; Emergency medicine; Family medicine; Nursing","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":[0.002825157,0.000539663,0.0006937304,0.001745874,0.00487258,0.002899173,0.00362631,0.0009660481,0.005385669],"category_scores_gemma":[0.009162473,0.0007088222,0.0008200419,0.004048028,0.0009567481,0.0007240474,0.001794662,0.001945008,0.0005936699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09612958,"about_ca_system_score_gemma":0.1805474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998645,"about_ca_topic_score_gemma":0.9991385,"domain_scores_codex":[0.9953641,0.0007423697,0.0002451839,0.0004434416,0.001313851,0.001891108],"domain_scores_gemma":[0.983632,0.001245655,0.001509566,0.0003192443,0.008677657,0.004615843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003283238,0.0003641183,0.9396837,0.0003011665,0.0001530194,0.0003048218,0.002047272,0.0009465904,0.0002600286,0.0006332936,0.02909985,0.02587787],"study_design_scores_gemma":[0.0001054241,0.0002067326,0.9765359,0.0004897525,0.0001153377,0.000199918,0.008728268,0.003736391,0.0002367524,0.0001064917,0.009483576,0.00005549374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400483,0.002307861,0.0008902039,0.009271056,0.0002117195,0.001195927,0.0295971,0.0001496841,0.01632828],"genre_scores_gemma":[0.9790747,0.001248578,0.002078803,0.002926942,0.0000594216,0.000361939,0.006230134,0.00006090522,0.007958673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09612958,"threshold_uncertainty_score":0.6974722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05553571210685433,"score_gpt":0.3658220855240266,"score_spread":0.3102863734171723,"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."}}