{"id":"W4416974142","doi":"10.1016/j.fertnstert.2025.07.1072","title":"COMPARISON OF MAGENTA SCORES ACROSS OOCYTE FERTILIZATION AND UTILIZABLE BLASTOCYST DEVELOPMENT STATUS: ARTIFICIAL INTELLIGENCE (AI) INSIGHTS INTO DONOR AND PATIENT OOCYTE QUALITY","year":2025,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Oocyte; Blastocyst; Human fertilization; Magenta; Oocyte activation","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":[0.001491762,0.0003114841,0.0003744817,0.001868884,0.0002920367,0.001170071,0.000395957,0.000584052,0.005403703],"category_scores_gemma":[0.008068996,0.00009180154,0.0006157931,0.0008588606,0.0004109522,0.0005839794,0.0007907508,0.0004106313,0.0006769984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716239,"about_ca_system_score_gemma":0.0002615778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002524859,"about_ca_topic_score_gemma":0.002715206,"domain_scores_codex":[0.999339,0.0001735739,0.00007859753,0.0001229527,0.0001786177,0.0001071517],"domain_scores_gemma":[0.9962638,0.001856486,0.0007631391,0.0002050945,0.0005238815,0.0003875734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009774962,0.000263441,0.7950169,0.0002358776,0.0006534732,0.0003228255,0.0006879151,0.003540311,0.01937894,0.001825065,0.002830381,0.1654698],"study_design_scores_gemma":[0.00005269151,0.001079152,0.9741222,0.00004106927,0.0002524435,0.0005915641,0.0009318516,0.0106364,0.007413695,0.001592149,0.003238547,0.00004819826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857275,0.0008182537,0.003838324,0.0002180149,0.000090055,0.00003769772,0.001105474,0.0001338089,0.008030914],"genre_scores_gemma":[0.9972037,0.0001052441,0.001277392,0.000031441,0.00001692948,0.00001370949,0.0003499658,0.00001289143,0.0009887196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005403703,"threshold_uncertainty_score":0.01807719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07457084042866448,"score_gpt":0.3942956778675933,"score_spread":0.3197248374389288,"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."}}