{"id":"W4248406763","doi":"10.1093/pch/21.2.61","title":"Primary immunodeficiency for the primary care provider","year":2016,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary immunodeficiency; Primary care; Medicine; Immunodeficiency; Medical diagnosis; Disease; Common variable immunodeficiency; Immunologic Deficiency Syndromes; Pediatrics; Primary health care; Intensive care medicine; Family medicine; Immune system; Immunology; Internal medicine; Pathology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517098,0.0002533198,0.0003432301,0.000504963,0.0008212525,0.001029983,0.0004052679,0.001196194,0.09061364],"category_scores_gemma":[0.004355584,0.0001043995,0.0002891225,0.00058189,0.0002635552,0.0005608883,0.0007949516,0.0008716235,0.0108431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008322611,"about_ca_system_score_gemma":0.002631482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005226798,"about_ca_topic_score_gemma":0.00874631,"domain_scores_codex":[0.9992937,0.0002035481,0.00005971972,0.00006736919,0.0002268477,0.000148922],"domain_scores_gemma":[0.9984091,0.0005480749,0.0001868676,0.00008055253,0.000476466,0.000298986],"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":[0.00005910924,0.0001162429,0.01234471,0.002501478,0.00003982028,0.006410958,0.0006286469,0.00005370058,0.0009871733,0.006383884,0.603032,0.3674423],"study_design_scores_gemma":[0.00003007213,0.00008533418,0.01630711,0.003301697,0.00002975723,0.01767919,0.0005439224,0.00006820773,0.000212056,0.001418207,0.9603078,0.00001664086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01928497,0.3085347,0.004413257,0.09805348,0.009604421,0.0006570105,0.004107891,0.0007416375,0.5546026],"genre_scores_gemma":[0.3924463,0.3580148,0.01609895,0.05889368,0.009821692,0.0005202182,0.0056035,0.0001392278,0.1584617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09061364,"threshold_uncertainty_score":0.3031328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008201978029662264,"score_gpt":0.230681342608883,"score_spread":0.2224793645792207,"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."}}