{"id":"W4411744032","doi":"10.1093/humrep/deaf097.545","title":"P-237 Does PPOS improve oocyte yield at the cost of DNA Integrity? Clinical implications from a comparative study with the antagonist protocol","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oocyte; Yield (engineering); Protocol (science); Antagonist; Medicine; Biology; Genetics; Internal medicine; Materials science; Pathology; Embryo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001542395,0.0001763566,0.0004240148,0.00003949171,0.000607799,0.00001855205,0.0002030885,0.0001012157,0.00007768039],"category_scores_gemma":[0.0004128064,0.00007421948,0.0001072938,0.0002454985,0.00120414,0.00005564747,0.0001288245,0.0006421265,0.00001043949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000902946,"about_ca_system_score_gemma":0.0001303624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405571,"about_ca_topic_score_gemma":0.0009112642,"domain_scores_codex":[0.9976842,0.0004445775,0.0005693337,0.00100193,0.0001498439,0.0001501444],"domain_scores_gemma":[0.9967806,0.0002448163,0.0003340384,0.002155775,0.0004507789,0.00003400441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03629284,0.004876713,0.806863,0.0001013685,0.001351562,0.000002871128,0.003989699,0.000003490458,0.1263442,0.0009315769,0.01048215,0.008760467],"study_design_scores_gemma":[0.001136937,0.001177852,0.9257162,0.00003735038,0.0002470756,0.000005808447,0.002455977,0.000002985133,0.05967758,0.0007821295,0.008679216,0.00008087311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217948,0.00003973732,0.0001056682,0.0103318,0.0002407316,0.06609789,0.0000243007,0.00005055816,0.0013145],"genre_scores_gemma":[0.9664851,0.000001843528,0.00003276097,0.0001332305,0.0004846724,0.0295348,0.00003127124,0.000007699578,0.003288612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188532,"threshold_uncertainty_score":0.467476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079572602302861,"score_gpt":0.4323643789052994,"score_spread":0.3244071186750133,"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."}}