{"id":"W4246353273","doi":"10.1242/dmm.043430","title":"First person – Yong Chen","year":2019,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Necrotizing enterocolitis; Sick child; Medicine; Family medicine; Chen; Gerontology; Pediatrics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001484505,0.0001824559,0.0002059025,0.0001025552,0.0002132188,0.00005693996,0.0001717882,0.00008575465,0.000855656],"category_scores_gemma":[0.000009412968,0.0001859811,0.0001473324,0.0001090885,0.00001444304,0.0002813003,0.00002634654,0.0001495596,0.0008455663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136693,"about_ca_system_score_gemma":0.00004057318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006120829,"about_ca_topic_score_gemma":0.00001082796,"domain_scores_codex":[0.9986081,0.00004416847,0.0001718007,0.0003843155,0.0003568759,0.0004347416],"domain_scores_gemma":[0.9990625,0.00002354215,0.00006572597,0.0003955154,0.00006726986,0.0003853883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003312339,0.0009057309,0.0007591504,0.001953663,0.00007638002,0.0000889693,0.008057879,0.006352079,0.008411678,0.9506678,0.01520902,0.004205317],"study_design_scores_gemma":[0.003968258,0.000368447,0.00201773,0.0004828212,0.0001636902,0.000008617852,0.0013003,0.5886711,0.003360885,0.3890677,0.009526932,0.001063537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175632,0.001576735,0.1092361,0.02959227,0.006131107,0.003594065,0.0005256269,0.00155519,0.03022571],"genre_scores_gemma":[0.9925296,0.00001844495,0.002070589,0.004238226,0.000143736,0.0000434735,0.00008557757,0.00004922077,0.0008211267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.582319,"threshold_uncertainty_score":0.9999324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747565399410961,"score_gpt":0.2529853495583625,"score_spread":0.2255096955642529,"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."}}