{"id":"W3033224027","doi":"10.1186/s12958-020-00614-y","title":"Suboptimal response to GnRH-agonist trigger during oocyte cryopreservation: a case series","year":2020,"lang":"en","type":"article","venue":"Reproductive Biology and Endocrinology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Luteal phase; Fertility preservation; Medicine; Follicular phase; Oocyte cryopreservation; Oocyte; Andrology; Luteinizing hormone; Cryopreservation; Agonist; Human chorionic gonadotropin; Menstrual cycle; Internal medicine; Endocrinology; Oncology; Fertility; Hormone; Biology; Receptor; Embryo; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004057655,0.0002932201,0.0006268798,0.0001314647,0.0003443891,0.000009502023,0.0001104962,0.0002359739,0.0001270046],"category_scores_gemma":[0.002826237,0.0002479191,0.00009272437,0.0003075652,0.0009434515,0.0001411483,0.0002768051,0.0004560862,0.00007578758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005579923,"about_ca_system_score_gemma":0.00009949574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003978402,"about_ca_topic_score_gemma":0.00000620559,"domain_scores_codex":[0.9968078,0.000533086,0.0003931523,0.001635311,0.00005931272,0.0005713222],"domain_scores_gemma":[0.9985477,0.0001245215,0.00009421795,0.0007270259,0.0002350029,0.0002714707],"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":[0.2380941,0.0001711082,0.1592356,0.0001095192,0.0003846156,0.004905135,0.002363863,0.000006937329,0.5917752,0.0009405163,0.0005742678,0.00143918],"study_design_scores_gemma":[0.002193538,0.003511257,0.7841643,0.00001098683,0.0001144396,0.04592346,0.0007123519,0.000006439205,0.1088312,0.0004695001,0.05368771,0.0003747874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099499,0.001191009,0.00008444909,0.08725613,0.0002784631,0.0006371915,0.00002841729,0.0001594466,0.000414993],"genre_scores_gemma":[0.9954806,0.000139209,0.0008570561,0.001131939,0.0009543606,0.00009946467,0.00002328523,0.0000206322,0.001293441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6249287,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216117423941536,"score_gpt":0.3130242688540512,"score_spread":0.2708630946146358,"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."}}