{"id":"W4405045661","doi":"10.1182/blood-2024-198896","title":"Distinguishing Germline from Acquired Pathogenic <i>CSF3R</i> Variants: Key Diagnostic Features and Clinical Implications","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Centre Hospitalier Universitaire de Sherbrooke; Hôpital Maisonneuve-Rosemont; MPB Technologies & Communications (Canada); Université de Montréal","funders":"","keywords":"Germline; Biology; Medicine; Genetics; Immunology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008786827,0.0002557761,0.0002609638,0.001123813,0.0002874709,0.0006483992,0.0003710333,0.000385454,0.001576043],"category_scores_gemma":[0.00177682,0.0001078188,0.0001386856,0.0006856704,0.0005099905,0.0003116558,0.0003012786,0.0002369177,0.0003135405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936955,"about_ca_system_score_gemma":0.0003843948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583342,"about_ca_topic_score_gemma":0.006087606,"domain_scores_codex":[0.9995496,0.00006116326,0.00007645954,0.0001063132,0.00008503322,0.0001213256],"domain_scores_gemma":[0.9990916,0.000251797,0.0003287227,0.00004650329,0.0001509052,0.0001304638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000123287,0.00001648378,0.9865216,0.00001427416,0.000006593442,0.00412272,0.00005447548,0.00004428994,0.003002423,0.00007679404,0.0001883672,0.005828651],"study_design_scores_gemma":[0.00001311582,0.0001285358,0.9464508,0.00003659228,0.00002171058,0.04904421,0.000459301,0.0006976713,0.0019284,0.000308168,0.0009023884,0.000009112378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974759,0.0004384555,0.0003420646,0.0001012906,0.000006784529,0.00002393065,0.0002218275,0.000008448058,0.001381333],"genre_scores_gemma":[0.9992157,0.0001292829,0.0003979959,0.0000319275,0.00001407429,0.00000526229,0.0001340579,0.000002334677,0.00006934617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003583342,"threshold_uncertainty_score":0.00712496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804774269334873,"score_gpt":0.3026759393164036,"score_spread":0.2846281966230549,"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."}}