{"id":"W2980475905","doi":"10.1007/s10875-019-00699-0","title":"Editorial, Journal of Clinical Immunology","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medical microbiology; Clinical immunology; Medicine; Tumor immunology; Immunology; Immune system; Immunotherapy; Allergy","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01181195,0.0004592241,0.003639089,0.0005336909,0.0001697159,0.00003462981,0.002181453,0.00235301,0.001983319],"category_scores_gemma":[0.007682746,0.0003509923,0.002437165,0.000375042,0.001777303,0.0005542847,0.0003554031,0.005989654,0.001424563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186546,"about_ca_system_score_gemma":0.001541784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002470549,"about_ca_topic_score_gemma":0.000001295365,"domain_scores_codex":[0.9854673,0.003263815,0.009711161,0.0004198539,0.000271514,0.0008664192],"domain_scores_gemma":[0.9841725,0.004212255,0.008616414,0.0008790963,0.002071055,0.00004867299],"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":[0.03657708,0.0114374,0.09415857,0.00009130537,0.02634011,0.0002726197,0.001361691,0.0001293984,0.2810538,0.004959185,0.2106486,0.3329703],"study_design_scores_gemma":[0.01795279,0.01010668,0.06512678,0.000201068,0.0005340118,0.001725403,0.001193175,0.000002825517,0.002320605,0.001226253,0.8991758,0.0004345939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6349103,0.04561939,0.0001297505,0.0006686202,0.3173484,0.0001619091,0.000005860949,0.00001824934,0.001137491],"genre_scores_gemma":[0.9804425,0.0101394,0.0002251862,0.0004989817,0.006862431,0.00000189296,0.00001132167,0.00005676168,0.001761517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6885272,"threshold_uncertainty_score":0.9998942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311884715580983,"score_gpt":0.3671455798621724,"score_spread":0.3359571083040741,"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."}}