{"id":"W7161805396","doi":"10.82308/38711","title":"Investigating the role of NODAL in modulating the inflammatory response of macrophages","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory response; Lipopolysaccharide; Inflammation; Interleukin; Cytokine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007213261,0.0001394099,0.000287864,0.0001326122,0.00005547897,0.000007877791,0.0001692222,0.0001502996,0.00004079008],"category_scores_gemma":[0.001146225,0.0000794688,0.00009865679,0.0002696032,0.00009144936,0.00002782888,0.00003256699,0.0003750617,0.000005394959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002125319,"about_ca_system_score_gemma":0.0002499409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179634,"about_ca_topic_score_gemma":0.0004550345,"domain_scores_codex":[0.9986863,0.0001782575,0.0005182074,0.0001437448,0.0003170926,0.0001564502],"domain_scores_gemma":[0.9986171,0.0005949881,0.0003226239,0.0003255935,0.000102403,0.00003733534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001859869,0.00005027253,0.2991238,0.001781976,0.0002156513,0.00004514604,0.04488116,0.0001302933,0.6127809,0.0009204659,0.00027328,0.03793722],"study_design_scores_gemma":[0.000456319,0.00009158086,0.8554315,0.001183965,0.00004763079,0.000005858055,0.02184659,0.00109485,0.1188026,0.0008809075,0.00005628161,0.0001019633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949764,0.0005543239,3.201094e-7,0.0001339033,0.0001274527,0.0003419555,0.00001012082,0.00002845957,0.003827089],"genre_scores_gemma":[0.9966792,0.00004181216,0.00008176277,0.00004933004,0.0000687748,0.00003403786,0.00007941928,0.00003101478,0.002934684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563077,"threshold_uncertainty_score":0.3240644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009757691622026094,"score_gpt":0.267835434776348,"score_spread":0.2580777431543219,"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."}}