{"id":"W4387080949","doi":"10.14785/lymphosign-2023-0009","title":"Abstracts of the Immunodeficiency Canada 10<sup>th</sup> PID Symposium, 19 October 2023, Ottawa","year":2023,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Primary immunodeficiency; Medicine; Virology; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004363653,0.0002727093,0.0004028647,0.0001830292,0.0004164009,0.00005074278,0.0003027202,0.0001053832,0.000602954],"category_scores_gemma":[0.000173445,0.0001795308,0.0002787149,0.0007484779,0.0000904644,0.00008757829,0.00007242927,0.0003362534,0.0001815862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008844666,"about_ca_system_score_gemma":0.00205551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04092906,"about_ca_topic_score_gemma":0.006338679,"domain_scores_codex":[0.9974008,0.00009293007,0.0007463272,0.0002687688,0.0009406797,0.0005504979],"domain_scores_gemma":[0.9984467,0.0001479004,0.0003743993,0.000495545,0.0001844677,0.0003509739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009640881,0.001650074,0.05847623,0.0003792411,0.001804755,0.004944471,0.002209966,0.02738861,0.4239507,0.0003656021,0.4595572,0.0183091],"study_design_scores_gemma":[0.01368191,0.001378055,0.5751643,0.0009757846,0.0008894192,0.02575108,0.001636266,0.004895881,0.0643215,0.0004266185,0.309885,0.0009942458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773005,0.0007632152,0.00003003184,0.005967659,0.001158233,0.0003789255,0.00004954763,0.00007388541,0.01427804],"genre_scores_gemma":[0.9896731,0.0002412052,0.00003695931,0.0007036113,0.0001948409,0.00001368555,0.000008955743,0.00003807432,0.009089528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.516688,"threshold_uncertainty_score":0.9654575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739462466587,"score_gpt":0.2265231740874301,"score_spread":0.2167837116208431,"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."}}