{"id":"W2367676330","doi":"10.1093/humrep/dew109","title":"Clinical definition paper on<i>in vitro</i>maturation of human oocytes","year":2016,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Oocyte; Blastocyst; In vitro maturation; Andrology; Antral follicle; Biology; Gynecology; Embryo transfer; Polycystic ovary; Pregnancy rate; Follicle; Pregnancy; Ovary; Embryo; Medicine; Endocrinology; Embryogenesis; 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":[0.001234033,0.0001175336,0.0003085572,0.0001171188,0.00008306171,0.000003049233,0.00004676736,0.0001594706,0.0001302336],"category_scores_gemma":[0.0007107826,0.00007832007,0.0001120385,0.000110014,0.0002798951,0.0001211018,0.00001690954,0.000183077,0.00004790048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000655456,"about_ca_system_score_gemma":0.00002240099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551861,"about_ca_topic_score_gemma":0.000007257248,"domain_scores_codex":[0.9981622,0.000207638,0.0005955918,0.0007463136,0.0001453771,0.0001428881],"domain_scores_gemma":[0.998731,0.00005520806,0.0001938629,0.0008184499,0.0001623481,0.00003919082],"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":[0.005168675,0.0005276051,0.02326346,0.00003244731,0.000023773,0.000002680102,0.00005687968,1.608069e-7,0.9526464,0.00225583,0.0002388245,0.01578327],"study_design_scores_gemma":[0.0008338774,0.0005384697,0.7100644,0.00006200493,0.00002215435,0.00001180525,0.00001718163,2.118147e-7,0.2820155,0.005785912,0.000582448,0.00006607272],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937213,0.0001151149,0.00002287974,0.001903812,0.0003764963,0.0003493662,0.000002943867,0.0000586245,0.003449467],"genre_scores_gemma":[0.9979697,0.00003933771,0.0001608058,0.0001187258,0.0009258788,0.00002313726,0.00004883556,0.00001172843,0.0007018259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868009,"threshold_uncertainty_score":0.31938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028703454808114,"score_gpt":0.3631690803533661,"score_spread":0.272882045805285,"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."}}