{"id":"W4413796466","doi":"10.3390/ani15172528","title":"Development of IVF Porcine Embryos in Microwell Culture System","year":2025,"lang":"en","type":"article","venue":"Animals","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hatch","keywords":"Blastocyst; Embryo; Andrology; Biology; Embryogenesis; Embryo culture; Medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003058893,0.00007186482,0.0002562304,0.00006152728,0.00002136011,0.000001117926,0.00004868036,0.00009042806,0.00002118244],"category_scores_gemma":[0.00007228077,0.00005239316,0.00003187107,0.0001607028,0.0000397633,0.0000128006,0.00002914658,0.00008782971,0.00001764512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005786907,"about_ca_system_score_gemma":0.0001062829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001124587,"about_ca_topic_score_gemma":0.00001034147,"domain_scores_codex":[0.9993257,0.0000291348,0.0002813284,0.0002128191,0.00004662501,0.000104415],"domain_scores_gemma":[0.9996569,0.00001106646,0.00004606298,0.00018664,0.00007877612,0.00002054324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0014491,0.000136324,0.1939266,0.0005442101,0.00006943633,0.00001510615,0.000860193,1.164184e-7,0.7996792,0.0008316755,0.001052833,0.001435231],"study_design_scores_gemma":[0.0004215477,0.00004510451,0.7546472,0.0002028927,0.00001537257,0.00000599562,0.0004872659,0.00000169737,0.2341041,0.00002085735,0.01001278,0.00003514803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824812,0.00187527,0.00004920329,0.0002094404,0.00007435588,0.0002557657,0.000001715851,0.00001942836,0.01503359],"genre_scores_gemma":[0.9959104,0.000008910989,0.001752028,0.00008713592,0.00002420281,0.00001011723,0.000006289416,0.000002683845,0.002198224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5655751,"threshold_uncertainty_score":0.2136531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695893496567682,"score_gpt":0.2917579915329822,"score_spread":0.2747990565673054,"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."}}