{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082252,0.0007484996,0.001646417,0.002383943,0.000291121,0.001018225,0.0007208618,0.001409305,0.002592535],"category_scores_gemma":[0.002954775,0.0002236602,0.001060366,0.002377193,0.0006085514,0.0008995484,0.0007472917,0.001294673,0.0005735297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000802308,"about_ca_system_score_gemma":0.002155306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652638,"about_ca_topic_score_gemma":0.002702499,"domain_scores_codex":[0.9995872,0.0001348442,0.00008202829,0.00006583784,0.0001027661,0.0000273989],"domain_scores_gemma":[0.9979551,0.001681894,0.0001408056,0.00002674824,0.0001558826,0.00003959404],"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":[0.0001161938,0.00004260926,0.0009122173,0.06120427,0.0005257176,0.0003465283,0.0001491068,0.0003725792,0.0004183638,0.005038696,0.01702929,0.9138444],"study_design_scores_gemma":[0.00005398554,0.0001582333,0.007422272,0.08132468,0.001892907,0.004526107,0.0002500626,0.0002145555,0.0004453297,0.007848261,0.8958074,0.00005627716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005725371,0.9993734,0.00003621009,0.0002272777,0.00007259876,0.000001377014,0.000008179036,0.000001610233,0.0002221732],"genre_scores_gemma":[0.0005756711,0.9990723,0.00005733409,0.0001384222,0.00007178753,0.00000329386,0.0000117855,6.219693e-7,0.00006870833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002652638,"threshold_uncertainty_score":0.008672893,"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."}}