{"id":"W2766312457","doi":"10.1016/j.rmed.2017.10.016","title":"Primary immune deficiency diseases as unrecognized causes of chronic respiratory disease","year":2017,"lang":"en","type":"review","venue":"Respiratory Medicine","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"CSL Behring","keywords":"Medicine; Immune system; Respiratory disease; Immunology; Respiratory system; Disease; Intensive care medicine; Pathology; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001170374,0.001278802,0.005094527,0.0009157252,0.0008859807,0.00002810799,0.002217983,0.0008885229,0.001823744],"category_scores_gemma":[0.002381478,0.0009644562,0.001266473,0.0004917831,0.003504481,0.0002526737,0.0005097765,0.001259336,0.001205752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690754,"about_ca_system_score_gemma":0.004837268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061496,"about_ca_topic_score_gemma":0.000002824105,"domain_scores_codex":[0.9933145,0.00132205,0.002697858,0.001234767,0.0003234698,0.001107354],"domain_scores_gemma":[0.9929993,0.0007629195,0.002794728,0.003071985,0.0002770021,0.00009407471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001932924,0.000583575,0.00001900788,0.02232956,0.0005480299,0.0001061087,0.000097474,0.000001529822,0.0008166474,0.0003305847,0.001912644,0.9730616],"study_design_scores_gemma":[0.002704189,0.000830013,0.000472366,0.02513497,0.003256234,0.00002428474,0.00004907541,1.393922e-7,0.00004402663,0.00004827636,0.9665468,0.0008895897],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001621483,0.9918206,0.00001056267,0.00003699101,0.002909834,0.001658624,0.000345438,0.0001921961,0.0028636],"genre_scores_gemma":[0.0009979418,0.9950849,0.00000124802,0.0002938696,0.0001307478,0.0002946882,0.0008516427,0.0001649234,0.002180079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.972172,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756801680294505,"score_gpt":0.3586915105971786,"score_spread":0.2830113425677281,"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."}}