{"id":"W4386705131","doi":"10.1111/all.15884","title":"Eosinophils—from cradle to grave","year":2023,"lang":"en","type":"article","venue":"Allergy","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Eosinophil; Context (archaeology); Immunology; Immune system; Medicine; Eosinophilic; Biomarker; Biology; Pathology; Asthma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006231387,0.0001201042,0.0002297968,0.000136651,0.00005568935,0.00001702812,0.0001034311,0.00006667367,0.0007807797],"category_scores_gemma":[0.00005507613,0.000105653,0.00008299899,0.0004194169,0.0000262768,0.00002993147,0.00007065949,0.0000827332,0.002412469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001841847,"about_ca_system_score_gemma":0.00003670626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004040099,"about_ca_topic_score_gemma":0.0001015954,"domain_scores_codex":[0.9990355,0.0000126796,0.0001616794,0.000273137,0.0002338886,0.0002830617],"domain_scores_gemma":[0.9993453,0.00004220195,0.00001979622,0.0003535814,0.00003809424,0.0002010281],"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":[0.0003112161,0.0005636005,0.006818494,0.00007056805,0.0009590955,0.001522554,0.004169724,0.0002232653,0.01745656,0.01516232,0.8792098,0.07353285],"study_design_scores_gemma":[0.001341847,0.0004598622,0.2517468,0.00008868551,0.00003104473,0.00003122891,0.0004079219,0.0004022423,0.0005381945,0.01015563,0.7344995,0.0002971231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489589,0.0002574253,0.00003717944,0.01660863,0.0003731581,0.0001989355,0.00001919828,0.0002830043,0.03326362],"genre_scores_gemma":[0.9823521,0.0001597048,0.0004089742,0.003277024,0.0002197839,0.00002724943,0.0001566033,0.0000345696,0.01336393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449283,"threshold_uncertainty_score":0.9983643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405643432683338,"score_gpt":0.2830961829486397,"score_spread":0.2590397486218063,"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."}}