{"id":"W2135989387","doi":"10.1016/j.fertnstert.2007.02.028","title":"In vitro maturation of germinal vesicle oocytes recovered after premature luteinizing hormone surge: description of a novel approach to fertility preservation","year":2007,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Ovulation; Fertility preservation; Andrology; Oocyte; Germinal vesicle; Oocyte cryopreservation; In vitro fertilisation; Biology; Human fertilization; Intracytoplasmic sperm injection; In vitro maturation; Ovulation induction; Luteinizing hormone; Gynecology; Embryo; Fertility; Medicine; Endocrinology; Hormone; Population; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650943,0.0001976863,0.0005878787,0.0001249575,0.00004622093,0.00001003733,0.00008171966,0.0002838274,0.0000105877],"category_scores_gemma":[0.0007891287,0.0001733462,0.0001006227,0.0003601178,0.0002223169,0.0005187497,0.00008813569,0.0002606138,4.911694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117958,"about_ca_system_score_gemma":0.00005955596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002942524,"about_ca_topic_score_gemma":0.00006957545,"domain_scores_codex":[0.9977829,0.0001757852,0.0008771663,0.0006354965,0.0002463223,0.000282324],"domain_scores_gemma":[0.9986548,0.0001008037,0.0001880662,0.0006130689,0.0003232907,0.0001199724],"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":[0.4234898,0.001048332,0.04355444,0.0005598643,0.00002108163,0.000001070972,0.0010658,0.000001313856,0.5286807,0.000001426109,0.000004823908,0.001571418],"study_design_scores_gemma":[0.000875356,0.0002117377,0.8570583,0.00004779366,0.00003029646,0.000004571399,0.0001375084,0.0004518824,0.1408189,0.0002356831,0.00002522919,0.0001027682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918643,0.0005115052,0.005963238,0.0001608341,0.0000994447,0.001040025,0.00009239579,0.00002223287,0.0002460077],"genre_scores_gemma":[0.9959938,0.000004297655,0.00371788,0.00008235616,0.00003175239,0.00003538191,0.00007522864,0.000007838581,0.00005146947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8135038,"threshold_uncertainty_score":0.7068852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534772620882534,"score_gpt":0.2781086771091044,"score_spread":0.232760950900279,"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."}}