{"id":"W2295350946","doi":"10.1093/pch/21.2.e10","title":"Primary immunodeficiency for the primary care provider","year":2016,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Manitoba; Memorial University of Newfoundland","funders":"","keywords":"Primary immunodeficiency; Primary care; Medicine; Immunodeficiency; Medical diagnosis; Disease; Immunologic Deficiency Syndromes; Pediatrics; Common variable immunodeficiency; Intensive care medicine; Family medicine; Immune system; Immunology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.001432777,0.0009776328,0.00260168,0.0003892195,0.002516109,0.00006574157,0.001768194,0.0009419759,0.0000928565],"category_scores_gemma":[0.000190834,0.000561344,0.001551654,0.000680496,0.0004104613,0.0001397697,0.0004181046,0.001535932,0.0007970112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008575842,"about_ca_system_score_gemma":0.003918784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009111589,"about_ca_topic_score_gemma":0.000002308491,"domain_scores_codex":[0.9946636,0.0006166244,0.001798736,0.001069717,0.0001697972,0.001681522],"domain_scores_gemma":[0.9949524,0.001812392,0.001500485,0.001510535,0.000196823,0.00002737517],"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":[0.00002712241,0.0001354507,0.000002461306,0.02430431,0.000203513,5.978931e-7,0.0006482383,4.234694e-7,0.000001089897,0.0006807607,0.002749084,0.971247],"study_design_scores_gemma":[0.001086437,0.0002180351,0.0000731949,0.004322759,0.0005361169,0.00006476266,0.0002197953,9.156827e-8,5.160799e-7,0.0000448399,0.9927507,0.0006827646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.19979e-7,0.9839324,0.0005941314,0.0007327487,0.004500109,0.005186061,0.00110291,0.0002081664,0.003742776],"genre_scores_gemma":[0.00003606793,0.9922781,0.00004156279,0.001663539,0.0001379288,0.0009059085,0.003286122,0.0001656163,0.001485155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900016,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676051571603884,"score_gpt":0.2807610662537885,"score_spread":0.2640005505377497,"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."}}