{"id":"W3159074944","doi":"10.31083/j.ceog.2021.02.2275","title":"Paternal age predicts live birth in women above 40 years of age undergoing in-vitro fertilization (IVF)","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; In vitro fertilisation; Live birth; Advanced maternal age; Obstetrics; Human fertilization; Gynecology; Demography; Andrology; Pregnancy; Biology; Genetics; Fetus","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":[0.000459129,0.0002438177,0.0002210723,0.000376144,0.0002133761,0.0002226084,0.0001511833,0.0002911915,0.001532782],"category_scores_gemma":[0.002638426,0.0001823021,0.0002583392,0.00026779,0.0001787886,0.000191843,0.0001750979,0.0003406232,0.0001739849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008606767,"about_ca_system_score_gemma":0.0001623578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784786,"about_ca_topic_score_gemma":0.001766753,"domain_scores_codex":[0.9998685,0.00003898553,0.00001163303,0.0000250618,0.00002943891,0.00002628466],"domain_scores_gemma":[0.9989055,0.0002857942,0.0005339045,0.00005683769,0.00005617573,0.0001616101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005682839,0.000007151249,0.9992213,0.000002616111,0.00001076161,0.00006376593,0.0000171127,0.00001361805,0.0001367233,0.000004911457,0.00001925103,0.0004458409],"study_design_scores_gemma":[0.000004525727,0.0001359733,0.998809,0.000004897025,0.00002772381,0.0006301463,0.00004757928,0.0001652399,0.00006479172,0.00001402507,0.00009456766,0.000001527005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994189,0.0002835376,0.00006786541,0.00002866363,0.000006157296,0.000002015382,0.00006916726,0.000001543091,0.0001222242],"genre_scores_gemma":[0.9996417,0.0001173479,0.00005245672,0.000009818968,0.000008999536,0.000001810388,0.00008001731,7.702201e-7,0.00008699468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001784786,"threshold_uncertainty_score":0.005127728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686603299142754,"score_gpt":0.3511400340848177,"score_spread":0.3042740010933901,"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."}}