{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006050775,0.0006510299,0.001157091,0.002331333,0.0002226464,0.0008836716,0.0005885849,0.0008053631,0.00221653],"category_scores_gemma":[0.0006735172,0.0002192122,0.0004379792,0.001799679,0.0004261461,0.001102128,0.000518056,0.0009976831,0.001123244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928489,"about_ca_system_score_gemma":0.0006864363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008752913,"about_ca_topic_score_gemma":0.001498863,"domain_scores_codex":[0.9998154,0.00003705259,0.00002852491,0.00003445167,0.00006957916,0.00001496794],"domain_scores_gemma":[0.9996721,0.000193519,0.00004562154,0.000008294429,0.00006104569,0.00001952014],"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":[0.00008006893,0.00006836769,0.0002422551,0.03288077,0.00009976445,0.0002911381,0.00008173852,0.000312331,0.008024067,0.002561893,0.007842907,0.9475148],"study_design_scores_gemma":[0.00002388271,0.000261546,0.002223612,0.006161449,0.000270685,0.002566192,0.0001385018,0.0001668514,0.003138779,0.001665436,0.983347,0.00003594085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001211668,0.999128,0.0001548375,0.00007174178,0.00005345973,0.000003247616,0.000007679901,0.000003622867,0.0004562275],"genre_scores_gemma":[0.0006930253,0.9986535,0.0003025065,0.00006992352,0.0000437254,0.000005090687,0.00001739538,0.000001257193,0.0002135301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002331333,"threshold_uncertainty_score":0.007414997,"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."}}