{"id":"W4283377515","doi":"10.14785/lymphosign-2022-0003","title":"2022 Canadian resource guides for individuals and families affected by primary immunodeficiency","year":2022,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Takeda Canada; Grifols; IWK Health Centre; Immunodeficiency Canada; BC Children's Hospital","keywords":"Primary immunodeficiency; Novelty; Resource (disambiguation); Primary care; Immunodeficiency; Medicine; Work (physics); Family medicine; Psychology; Computer science; Immunology; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064725,0.0007195954,0.0005039662,0.003955708,0.003779611,0.001958897,0.002457002,0.002277731,0.1614497],"category_scores_gemma":[0.01556637,0.0006667515,0.0005633201,0.004172368,0.0009599859,0.001364005,0.001989929,0.001879813,0.04963649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01930104,"about_ca_system_score_gemma":0.0753144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.853184,"about_ca_topic_score_gemma":0.940538,"domain_scores_codex":[0.9978814,0.0003420777,0.0001950126,0.0001018734,0.001012903,0.0004667847],"domain_scores_gemma":[0.9817666,0.001848418,0.0006359035,0.0004516479,0.01244725,0.002850236],"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":[0.000006221258,0.00001328678,0.0002622515,0.00005791794,6.536559e-7,0.00005563326,0.0001799519,0.00003280253,0.00003956564,0.0003795938,0.9762259,0.02274625],"study_design_scores_gemma":[0.000007591452,0.000004712777,0.001911059,0.0001329058,0.000001387997,0.00008001691,0.0004914622,0.00003829734,0.0000297499,0.0001799557,0.9971097,0.00001305279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004188892,0.00518973,0.005132209,0.06164435,0.006044331,0.005884247,0.08179533,0.003748182,0.8263727],"genre_scores_gemma":[0.02188176,0.009345635,0.04613117,0.03884821,0.0007507183,0.004886021,0.05468889,0.001376282,0.8220913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1614497,"threshold_uncertainty_score":0.5401032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006330698518263415,"score_gpt":0.2185671506288851,"score_spread":0.2122364521106217,"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."}}