{"id":"W7148543930","doi":"10.14785/lymphosign-2025-0010","title":"Abstracts of the Immunodeficiency Canada 12 <sup>th</sup> PID Symposium, 16 <sup>th</sup> October 2025, Vancouver","year":2025,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Population; MEDLINE; Pandemic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001059283,0.001257744,0.0007045356,0.001503366,0.002369428,0.002865424,0.0007499276,0.002417557,0.2286488],"category_scores_gemma":[0.001179457,0.0004073657,0.0008720388,0.000851145,0.0004085545,0.0004749271,0.001205049,0.002368936,0.05618363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597696,"about_ca_system_score_gemma":0.007187045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1672001,"about_ca_topic_score_gemma":0.5173116,"domain_scores_codex":[0.9991754,0.00006219125,0.00003490483,0.00008528763,0.0003976069,0.0002445918],"domain_scores_gemma":[0.9983853,0.000104205,0.00004884915,0.00002622238,0.0007881485,0.0006472992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001546632,0.00003916644,0.0006183096,0.0001507652,0.0000112019,0.0001253313,0.00001901969,0.0001002869,0.000275659,0.0001770152,0.9769492,0.02137956],"study_design_scores_gemma":[0.00002961804,0.00004182481,0.005132382,0.0002855352,0.00001741523,0.00008694996,0.0001212468,0.00007876346,0.0001614136,0.0001732129,0.9938611,0.0000107326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006834475,0.1221023,0.001044543,0.04977029,0.1888095,0.0005583892,0.01233036,0.000293442,0.6182566],"genre_scores_gemma":[0.006781019,0.01644617,0.0002987375,0.002103516,0.008471025,0.00005586436,0.002192244,0.00008183051,0.9635695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8327999,"threshold_uncertainty_score":0.7649063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004728121820194399,"score_gpt":0.1954279801954716,"score_spread":0.1906998583752773,"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."}}