{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748361,0.00005960132,0.0001781292,0.0001005158,0.00004622378,0.0000898419,0.0000685638,0.00004252835,0.0007351761],"category_scores_gemma":[0.00006446023,0.00008088916,0.00004501028,0.0001676052,0.00004126626,0.0003306041,0.00002795881,0.0001245195,0.00001282847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587511,"about_ca_system_score_gemma":0.0003054026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8062168,"about_ca_topic_score_gemma":0.961742,"domain_scores_codex":[0.9985424,0.0002590671,0.0003169951,0.0001960843,0.0005120466,0.0001733606],"domain_scores_gemma":[0.99929,0.00003382268,0.00006581278,0.0002109199,0.0002947641,0.0001046859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007927429,0.0002187825,0.9362342,0.0002009268,0.00006958978,0.00001215704,0.0005305639,0.00000976071,0.00382009,0.00001579619,0.01753997,0.04126887],"study_design_scores_gemma":[0.003164955,0.001449457,0.9740598,0.0003816437,0.00003688686,0.00007239556,0.002309414,0.01762166,0.0002993033,0.00001524629,0.0005000011,0.000089214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909304,0.0001443696,0.00001553377,0.0001749528,0.0000838936,0.0009968383,0.00007978318,0.00001488329,0.007559356],"genre_scores_gemma":[0.9903893,0.00002081272,0.00005523425,0.00003660936,0.00003178193,0.00007211346,0.0003686799,0.00001254442,0.009012854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555251,"threshold_uncertainty_score":0.8049663,"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."}}