{"id":"W2152303116","doi":"10.1186/1710-1492-6-12","title":"The clinical utility of molecular diagnostic testing for primary immune deficiency disorders: a case based review","year":2010,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Medicine; Genetic testing; Genetic predisposition; Autoimmunity; Primary immunodeficiency; Immune system; Immunology; Disease; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004257221,0.0003833548,0.001104741,0.00006120355,0.0008186345,0.00002058865,0.0007239361,0.0007571623,0.0001655815],"category_scores_gemma":[0.01522029,0.0002847837,0.0006822355,0.0002864226,0.003751774,0.0000895586,0.0003226209,0.001511005,0.00003053143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006434681,"about_ca_system_score_gemma":0.000320234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524401,"about_ca_topic_score_gemma":0.0001040003,"domain_scores_codex":[0.9948758,0.001117217,0.002431588,0.0007382133,0.00006854899,0.0007686316],"domain_scores_gemma":[0.9807298,0.01700325,0.000802743,0.001122586,0.0003146949,0.00002688517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007952218,0.002524318,0.005959564,0.0003431037,0.0009496949,0.00005619176,0.00005605723,0.000001821818,0.02235992,0.004240964,0.000371774,0.9623414],"study_design_scores_gemma":[0.01481753,0.007347753,0.4939142,0.001131766,0.0006901459,0.001809703,0.000946867,0.0002691606,0.001927004,0.005188202,0.4702243,0.001733364],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693372,0.3229966,0.0009080247,0.001635391,0.00269157,0.001105968,0.00003856198,0.00008252121,0.001204278],"genre_scores_gemma":[0.979788,0.01864708,0.0004092008,0.0007684379,0.00001189684,0.000137844,0.00009385357,0.00003424956,0.0001094518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.960608,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978777725581699,"score_gpt":0.3111266898243149,"score_spread":0.2913389125684979,"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."}}