{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001565594,0.00125501,0.0009282526,0.001759485,0.005553387,0.004651073,0.001404408,0.004922896,0.319852],"category_scores_gemma":[0.002934678,0.0008158798,0.001349774,0.001009268,0.0009386556,0.0007549638,0.001780446,0.004212576,0.06580517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01669881,"about_ca_system_score_gemma":0.03397444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6614963,"about_ca_topic_score_gemma":0.9246891,"domain_scores_codex":[0.9977908,0.0001631231,0.0001131486,0.0001859725,0.001028948,0.000717964],"domain_scores_gemma":[0.9933181,0.0002925031,0.0002147792,0.0001096849,0.003610696,0.002454325],"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":[0.0001643038,0.00004075485,0.0008972294,0.00007970658,0.00001059801,0.0001108028,0.00001497708,0.00004144033,0.0001853942,0.0001146401,0.9913263,0.007013905],"study_design_scores_gemma":[0.0000736427,0.00004977101,0.01322691,0.0002691016,0.00002944847,0.0001088519,0.000229452,0.00007307929,0.0002051167,0.0001015602,0.9856007,0.00003245058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006812307,0.04154091,0.0006542983,0.1268286,0.1158469,0.001151045,0.03400044,0.0004488995,0.6727166],"genre_scores_gemma":[0.006436293,0.006729009,0.0004441834,0.008670698,0.003594396,0.0001120292,0.00400889,0.0001095249,0.9698949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3385037,"threshold_uncertainty_score":0.9701486,"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."}}