{"id":"W3094565464","doi":"10.3390/ani10122196","title":"Oocyte Selection for In Vitro Embryo Production in Bovine Species: Noninvasive Approaches for New Challenges of Oocyte Competence","year":2020,"lang":"en","type":"review","venue":"Animals","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Oocyte; Biology; Blastocyst; In vitro fertilisation; In vitro maturation; Zygote; Human fertilization; Embryo; Polar body; Embryo quality; Cell biology; Andrology; Embryogenesis; Genetics; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0007719037,0.0003579973,0.002239955,0.0002405807,0.00003354033,0.000004666571,0.0001413896,0.000362597,0.000007274572],"category_scores_gemma":[0.001656476,0.0002948799,0.0003663101,0.0003931041,0.0001181397,0.00007015132,0.0000400554,0.0003505887,0.000003878445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286068,"about_ca_system_score_gemma":0.0006179466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003111323,"about_ca_topic_score_gemma":0.00009477211,"domain_scores_codex":[0.997541,0.0001588492,0.000828045,0.001053118,0.0001168388,0.0003022096],"domain_scores_gemma":[0.9987019,0.0002728755,0.0004642435,0.0003293041,0.0001604136,0.00007128243],"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":[0.02132191,0.0003830704,0.00006738611,0.04767382,0.0003359382,0.000005598768,0.0006331727,0.000001177306,0.003587299,0.0003810508,0.0003967406,0.9252129],"study_design_scores_gemma":[0.001770222,0.00317042,0.01043589,0.007131894,0.0008887498,0.0001302,0.0004022581,0.00004296436,0.01840492,0.0005717578,0.9564968,0.0005539334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008605378,0.9916518,0.0001684055,0.001372549,0.0002171048,0.00542874,0.0000533495,0.00003110978,0.0002163751],"genre_scores_gemma":[0.005712106,0.9888464,0.00281071,0.00001909119,0.001193525,0.0006854523,0.0001605972,0.00004338549,0.0005287699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9561,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998150031837558,"score_gpt":0.3454424574716652,"score_spread":0.1456274542879094,"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."}}