{"id":"W4384298046","doi":"10.1007/s43032-023-01287-9","title":"The Role of Genetics in Preterm Birth","year":2023,"lang":"en","type":"review","venue":"Reproductive Sciences","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Newcastle University","keywords":"Omics; Disease; Human genetics; Epigenomics; Biology; Genomics; Identification (biology); Bioinformatics; Medicine; Genetics; Gene; Genome; Internal medicine; DNA methylation","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":[],"consensus_categories":[],"category_scores_codex":[0.001176838,0.0001805652,0.0007573332,0.0002154164,0.0001248205,0.00002726788,0.0004092577,0.00007959452,0.000006040713],"category_scores_gemma":[0.0006798817,0.00009975084,0.000194305,0.001233404,0.0008137809,0.00004479379,0.0001277185,0.0002458883,0.00002906831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004698661,"about_ca_system_score_gemma":0.0006253789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002610727,"about_ca_topic_score_gemma":0.00001647755,"domain_scores_codex":[0.9980255,0.0001287225,0.0004701924,0.0006642507,0.000414098,0.0002971942],"domain_scores_gemma":[0.998723,0.0002072659,0.0002878997,0.0006471357,0.00007853812,0.00005612704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004822793,0.00001286713,0.0004932553,0.001830869,0.00003094482,0.00000848565,0.0001223394,3.189059e-7,0.000003956525,0.0001489446,0.00002871216,0.9973145],"study_design_scores_gemma":[0.00006939572,0.0002290677,0.0007875983,0.005805077,0.0001154663,0.00009426032,0.0002099367,0.000008432429,0.0001099349,0.0014221,0.9910018,0.0001469434],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009991083,0.9941729,2.105719e-7,0.00006616975,0.0003208541,0.0007619192,0.00001964028,0.00002651933,0.003632653],"genre_scores_gemma":[0.0005245961,0.9982845,0.00007168228,0.000004338201,0.0003103784,0.00006396291,0.000004194465,0.00001691069,0.0007194218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9971675,"threshold_uncertainty_score":0.4067721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07270841482102958,"score_gpt":0.3719335456967595,"score_spread":0.2992251308757299,"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."}}