{"id":"W4402713766","doi":"10.1111/pai.14249","title":"Reply to Ching‐Heng Tsai and Lien‐Chung Wei","year":2024,"lang":"en","type":"letter","venue":"Pediatric Allergy and Immunology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Lien","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"],"consensus_categories":[],"category_scores_codex":[0.0001770682,0.0004400991,0.0005136946,0.0002984395,0.0001784635,0.00006746175,0.0002439479,0.0007967401,0.00003474691],"category_scores_gemma":[0.0001334563,0.0004018993,0.0001126657,0.0001793235,0.0001160141,0.000004092584,0.0008308094,0.000912107,0.00003926526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539148,"about_ca_system_score_gemma":0.00006706871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007586025,"about_ca_topic_score_gemma":0.00001429758,"domain_scores_codex":[0.9979286,0.00008433199,0.0003559969,0.00097336,0.0001121211,0.0005456242],"domain_scores_gemma":[0.9992537,0.00004470854,0.0001229578,0.000453459,0.00005792304,0.0000672458],"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":[0.00005462996,0.00001636909,0.000180904,0.0001160042,0.0009117717,0.00007185,0.0001304245,6.880359e-7,0.003496562,0.0002310921,0.9932774,0.001512313],"study_design_scores_gemma":[0.0002580161,0.0004046096,0.0009704494,0.000008819672,0.00012822,0.0001021556,0.00004158408,0.000002377563,0.0002138402,0.0004226205,0.9969997,0.0004476384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1401363,0.3775159,0.0003672508,0.4728217,0.003801832,0.000542634,0.0001269757,0.00009258861,0.004594818],"genre_scores_gemma":[0.02175302,0.3375436,0.001858794,0.5904883,0.02013489,0.0002057984,0.000699624,0.0002397459,0.02707622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1183832,"threshold_uncertainty_score":0.9998433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005685933479994919,"score_gpt":0.2152065086955002,"score_spread":0.2095205752155053,"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."}}