{"id":"W2020237091","doi":"10.1016/s1472-6483(10)61101-7","title":"In-vitro maturation of immature oocytes for infertile women with PCOS","year":2004,"lang":"en","type":"review","venue":"Reproductive BioMedicine Online","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Ovarian hyperstimulation syndrome; In vitro maturation; Oocyte; Infertility; Medicine; In vitro fertilisation; Gynecology; Pregnancy; Pregnancy rate; Andrology; Biology; Embryo","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":[0.0009730919,0.0007012009,0.00366471,0.0007473969,0.000050743,0.000005032106,0.0002172566,0.0006311617,0.00004347449],"category_scores_gemma":[0.001372721,0.0004278359,0.0002836506,0.001238704,0.0007265811,0.0001426693,0.00006944475,0.0007724896,0.000006003441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908662,"about_ca_system_score_gemma":0.001215625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002914215,"about_ca_topic_score_gemma":0.000002562287,"domain_scores_codex":[0.9959509,0.00014034,0.001294779,0.001723952,0.0003459078,0.0005440616],"domain_scores_gemma":[0.9965195,0.0001742529,0.0008829361,0.001546083,0.0007175709,0.0001596641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1315134,0.004441502,0.00003769349,0.1353104,0.002270823,0.0001240781,0.001099826,0.000001511923,0.02164123,0.00006075043,0.0004651412,0.7030336],"study_design_scores_gemma":[0.004938743,0.00468913,0.005890652,0.02333235,0.001892704,0.0006887589,0.0003528764,0.000002507421,0.00511768,0.000521603,0.9518141,0.000758861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006449356,0.9860997,0.00009472324,0.001195885,0.0005142392,0.004988661,0.0005464295,0.00006303679,0.00004800326],"genre_scores_gemma":[0.002787963,0.9849626,0.003587371,0.0001169855,0.002986136,0.0007960675,0.003634462,0.000130236,0.0009981492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.951349,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335094214083918,"score_gpt":0.3555566080369916,"score_spread":0.3220471866285998,"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."}}