{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091729,0.0001183365,0.0005589817,0.0002344946,0.00002287869,0.000007828632,0.00007422242,0.0002795317,0.00005614617],"category_scores_gemma":[0.00725666,0.0001160692,0.00005574264,0.0004942668,0.0003108083,0.0000583863,0.0001767048,0.000353256,0.000007581215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833895,"about_ca_system_score_gemma":0.0001754165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002946719,"about_ca_topic_score_gemma":0.0000247703,"domain_scores_codex":[0.9981938,0.0001299501,0.0007388536,0.0004566871,0.0001382911,0.0003424381],"domain_scores_gemma":[0.9978,0.001641501,0.0001387073,0.000232874,0.0000500235,0.0001369182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002218561,0.003277061,0.8917078,0.0003888342,0.00007293217,0.004536784,0.003838409,0.000009570736,0.03448902,0.0003391573,0.0000577213,0.05906411],"study_design_scores_gemma":[0.005599337,0.001831699,0.9560549,0.000082124,0.000008963146,0.00002559981,0.004478424,0.00006284283,0.02923547,0.001176992,0.001307711,0.0001359561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937474,0.004745548,0.000005822402,0.000199012,0.0006451524,0.0002738851,0.000005374201,0.00003176923,0.0003460601],"genre_scores_gemma":[0.9968082,0.001886606,0.0004937226,0.0005086479,0.00004317765,0.00003564261,0.0000171366,0.00001357787,0.0001932409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06434703,"threshold_uncertainty_score":0.8687424,"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."}}