{"id":"W4308557218","doi":"10.1017/9781009025034.017","title":"Preterm Birth and Sex","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Obstetrics; Medicine; Pregnancy; Preeclampsia; Premature birth; Cohabitation; Gynecology; Gestation; Biology","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":[0.0003483754,0.0003435521,0.0003445476,0.0006321621,0.0005292522,0.001541481,0.0003564153,0.001110104,0.01118055],"category_scores_gemma":[0.001293831,0.0001473215,0.0001942554,0.0005201912,0.001608822,0.001138453,0.001269172,0.002039131,0.002780966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206711,"about_ca_system_score_gemma":0.0006761241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545638,"about_ca_topic_score_gemma":0.002237851,"domain_scores_codex":[0.9997577,0.00007976579,0.00001253061,0.00003155525,0.00009144321,0.00002709725],"domain_scores_gemma":[0.9996856,0.0002061804,0.00002401172,0.00001793811,0.00003142894,0.00003481226],"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":[0.00007863352,0.0000533762,0.001101582,0.0005645821,0.000009930359,0.001013257,0.00286385,0.0001970308,0.001051996,0.2891407,0.2133366,0.4905884],"study_design_scores_gemma":[0.000006095428,0.00005456951,0.001567778,0.0007062699,0.000004821415,0.002905526,0.0004212506,0.00004682625,0.0001574884,0.05400376,0.9401159,0.000009735664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003843888,0.5977557,0.000988342,0.01911194,0.005651201,0.00002141312,0.00008438738,0.00005257446,0.3724905],"genre_scores_gemma":[0.05941409,0.412156,0.001497971,0.01602196,0.006534703,0.00006881728,0.0001172741,0.00008074203,0.5041084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01118055,"threshold_uncertainty_score":0.03740269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725300905388065,"score_gpt":0.187497469815807,"score_spread":0.1702444607619263,"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."}}