{"id":"W4406018943","doi":"10.14785/lymphosign-2024-0012","title":"Abstracts of the Immunodeficiency Canada 11<sup>th</sup> PID Symposium, 7 November 2024, Banff","year":2024,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Virology; Medicine","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":[0.00141865,0.0009723494,0.000680271,0.001229701,0.002803723,0.002508893,0.0008274521,0.00345745,0.1615548],"category_scores_gemma":[0.001977889,0.000388947,0.0008032622,0.0005066157,0.0004555228,0.0004748672,0.001094072,0.003191049,0.03064607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003873039,"about_ca_system_score_gemma":0.008801748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1309693,"about_ca_topic_score_gemma":0.4383852,"domain_scores_codex":[0.9990056,0.0001059847,0.00003987496,0.0001031585,0.0004750845,0.0002702588],"domain_scores_gemma":[0.99803,0.0001940783,0.00006712063,0.000035076,0.0009114335,0.000762212],"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":[0.0001692889,0.00003608712,0.0003642726,0.00005815838,0.000006871583,0.00008500722,0.000008210619,0.00004819716,0.0001974104,0.000147166,0.9880536,0.01082558],"study_design_scores_gemma":[0.00005845107,0.00005454357,0.006673119,0.0002082586,0.00001926262,0.00007842388,0.0000870596,0.0001125428,0.0002439415,0.0002258882,0.9922232,0.00001540038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007545916,0.07182951,0.0009933526,0.1531294,0.2990557,0.0006567041,0.01619315,0.0003491043,0.4502471],"genre_scores_gemma":[0.006940236,0.008423229,0.0005222874,0.009399206,0.01303388,0.00008976785,0.003116043,0.00008856656,0.9583868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8690307,"threshold_uncertainty_score":0.5404548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691385146671409,"score_gpt":0.2190503868645698,"score_spread":0.2121365353978557,"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."}}