{"id":"W2153092312","doi":"10.1016/j.ejogrb.2012.07.001","title":"PCOS patients can benefit from in vitro maturation (IVM) of oocytes","year":2012,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; In vitro maturation; Pregnancy rate; Ovarian hyperstimulation syndrome; In vitro fertilisation; Pregnancy; Gynecology; Embryo transfer; Live birth; Retrospective cohort study; Andrology; Urology; Oocyte; Embryo; Internal medicine; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00163284,0.0001773286,0.0006217196,0.0003685669,0.00005590144,0.000002831585,0.0001269755,0.0001555713,0.00003579496],"category_scores_gemma":[0.01195602,0.0001293466,0.00009575366,0.0002985095,0.00046846,0.0001258471,0.00009079524,0.0005061981,0.000006881868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000993992,"about_ca_system_score_gemma":0.00005481764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001030831,"about_ca_topic_score_gemma":0.00000102392,"domain_scores_codex":[0.9975648,0.0008343615,0.0008200821,0.0003971249,0.00008808398,0.0002955342],"domain_scores_gemma":[0.9972956,0.0008215978,0.0007405505,0.0003400642,0.0006773221,0.0001248588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005487137,0.0007758478,0.8755957,0.00002032914,0.0001999381,0.00003044844,0.001292015,9.923724e-7,0.08202714,0.00007372367,0.00006532217,0.0344314],"study_design_scores_gemma":[0.001792246,0.001194336,0.9628701,0.00001533499,0.00009034228,0.00005410277,0.0001755253,9.276528e-7,0.03135106,0.0003300451,0.002022039,0.0001039826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871455,0.008948574,0.00003353141,0.0005317432,0.002516652,0.000231598,0.00003065994,0.000006642517,0.0005550651],"genre_scores_gemma":[0.9979073,0.0003211591,0.0009983301,0.0001432702,0.0004995862,0.000001441943,0.00005505074,0.00001435262,0.00005949983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08727435,"threshold_uncertainty_score":0.9963667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005524950026021,"score_gpt":0.2525781749503728,"score_spread":0.2325229254501126,"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."}}