{"id":"W4286580837","doi":"10.5772/intechopen.101018","title":"Embryology Update","year":2022,"lang":"en","type":"book","venue":"IntechOpen eBooks","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Embryology; Gamete; Biology; Embryo; In vitro fertilisation; Human fertilization; Cell biology; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004521805,0.0003114697,0.0007231117,0.0001642846,0.0001197291,0.000007880152,0.0003434953,0.0005300536,0.009465742],"category_scores_gemma":[0.0001418927,0.0002695027,0.00025261,0.00002070515,0.0004212519,0.00001616649,0.0004648326,0.001639108,0.000881395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339214,"about_ca_system_score_gemma":0.0007906281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102993,"about_ca_topic_score_gemma":0.000008966831,"domain_scores_codex":[0.9982256,0.0001036663,0.0003852765,0.0008148486,0.0001850775,0.0002855078],"domain_scores_gemma":[0.998396,0.00005442777,0.000176687,0.001150895,0.0001195643,0.0001024121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01100886,0.000185587,0.0002799559,0.000300448,0.001418289,0.001296084,0.0003905018,1.732536e-7,0.003111299,0.01382804,0.8456548,0.1225259],"study_design_scores_gemma":[0.0004399004,0.0003889935,0.0006282429,0.00004798617,0.0001656876,0.0003687568,0.00001985579,4.249104e-7,0.0008484704,0.015308,0.9815575,0.0002261647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007612425,0.0006488123,0.00002963335,0.0004724627,0.0009937622,0.0009145478,0.00005047958,0.0001546827,0.9959744],"genre_scores_gemma":[0.005155145,0.00002559637,0.0001140036,0.00239424,0.0004760423,0.0001343991,0.0003147637,0.00005779296,0.991328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1359027,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545065274419352,"score_gpt":0.2888546678824711,"score_spread":0.2634040151382776,"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."}}