{"id":"W4382982827","doi":"10.3390/ani13132171","title":"Unraveling the Consequences of Oxygen Imbalance on Early Embryo Development: Exploring Mitigation Strategies","year":2023,"lang":"en","type":"review","venue":"Animals","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Embryonic stem cell; Oxygen tension; Biology; Embryo; Embryogenesis; Cryopreservation; Cell biology; In vitro; Oxygen; Biotechnology; Genetics; Gene; Chemistry","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":[0.0007179681,0.0002116099,0.00085813,0.00007842181,0.00009977727,0.00001508454,0.0001567012,0.000152804,0.00001439721],"category_scores_gemma":[0.0003166928,0.0001225252,0.0001526124,0.0002382442,0.0002638388,0.00005788126,0.00003619639,0.0002770037,0.0001074455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004269012,"about_ca_system_score_gemma":0.0005186672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002198079,"about_ca_topic_score_gemma":0.000002705798,"domain_scores_codex":[0.9985676,0.0001546247,0.0005465665,0.0003897103,0.0001624631,0.0001790668],"domain_scores_gemma":[0.9989474,0.0002767063,0.0003054195,0.0003283022,0.0001109191,0.00003125049],"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":[0.0009629888,0.0001703549,0.0018932,0.0493733,0.003456354,0.0001289089,0.004623272,0.000002672898,0.00461546,0.01020138,0.000196705,0.9243754],"study_design_scores_gemma":[0.000466506,0.0009876175,0.3851618,0.0664806,0.00161231,0.00009710178,0.002477686,0.000001098158,0.007385886,0.002938885,0.5314888,0.0009016645],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05917489,0.9388893,0.000006618527,0.00006808535,0.0001854513,0.0006978184,0.00001153834,0.00005581198,0.0009104863],"genre_scores_gemma":[0.04665893,0.9525989,0.00010427,0.00001680234,0.0001879012,0.0001730735,0.00003001493,0.00002095821,0.0002091577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9234737,"threshold_uncertainty_score":0.4996434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2268935854148811,"score_gpt":0.3782227186932301,"score_spread":0.151329133278349,"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."}}