{"id":"W4411732767","doi":"10.1093/biolre/ioaf135","title":"Relationships of phototextural characteristics of ovine presumptive zygotes to their developmental potential in vitro","year":2025,"lang":"en","type":"article","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Zygote; Embryo; Blastocyst; Andrology; Human fertilization; Embryo culture; Reproductive technology; In vitro fertilisation; Anatomy; Embryogenesis; Genetics","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":[0.0001605322,0.00011415,0.000128467,0.0003715142,0.0001468806,0.0004443499,0.0001230376,0.0001815808,0.0008899061],"category_scores_gemma":[0.0005601216,0.0001431789,0.00008924945,0.0001667924,0.0001673309,0.0002029345,0.0002070888,0.00025572,0.0002075074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891755,"about_ca_system_score_gemma":0.0001062967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101887,"about_ca_topic_score_gemma":0.001563944,"domain_scores_codex":[0.9999014,0.00001115938,0.00001055607,0.00003121314,0.00003152895,0.00001394972],"domain_scores_gemma":[0.9996399,0.0001236525,0.0001077586,0.00002027373,0.00006188628,0.00004656725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002239005,0.00001365111,0.02972152,0.00006087386,0.00001052196,0.0001290717,0.0001840647,0.0002022714,0.9636694,0.00008734151,0.00003156706,0.005665808],"study_design_scores_gemma":[0.000005494676,0.0003378273,0.7583663,0.00001446091,0.00003521998,0.000564658,0.0003626129,0.001350484,0.2375598,0.00009516362,0.001294297,0.00001361253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969182,0.0006291157,0.001095199,0.000008345332,0.000001949878,0.00001013089,0.0001927584,0.000005793414,0.00113845],"genre_scores_gemma":[0.9978005,0.0004106491,0.0007563546,0.000006259687,0.000001996502,0.000011771,0.0002850341,0.000005575297,0.0007217658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00101887,"threshold_uncertainty_score":0.002977014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758376639095005,"score_gpt":0.283829885452817,"score_spread":0.2562461190618669,"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."}}