{"id":"W2068725973","doi":"10.1067/mob.2002.122146","title":"In vitro maturation and fertilization of oocytes from unstimulated ovaries: Predicting the number of immature oocytes retrieved by early follicular phase ultrasonography","year":2002,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Antral follicle; Follicular phase; Andrology; Medicine; In vitro fertilisation; Oocyte; Ovary; Pregnancy; In vitro maturation; Ovarian reserve; Pregnancy rate; Ovarian follicle; Gynecology; Biology; Embryo; Internal medicine; Infertility","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":[0.0002958562,0.000108464,0.0005006658,0.0001163592,0.00004596318,0.000007077067,0.00006206126,0.0001161393,0.00002574505],"category_scores_gemma":[0.004615631,0.0000721726,0.00006447602,0.0007102031,0.0005432726,0.000111847,0.00001531201,0.0002762794,1.344803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002385941,"about_ca_system_score_gemma":0.00002312163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000639783,"about_ca_topic_score_gemma":6.819429e-7,"domain_scores_codex":[0.9988649,0.0001768429,0.000547873,0.0001649222,0.000120192,0.0001252386],"domain_scores_gemma":[0.9963982,0.002422893,0.0006967224,0.0001355422,0.0002900738,0.00005660819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01237195,0.0006095885,0.7105439,0.00004270509,0.0004242985,0.00003016201,0.003197205,0.00000985927,0.2453729,0.00001113296,0.00007963532,0.0273067],"study_design_scores_gemma":[0.003134316,0.001464448,0.954942,0.00003618966,0.0001830577,0.00005595788,0.000882192,0.0009391687,0.03784623,0.0001857576,0.0002517916,0.00007884977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927301,0.006313389,0.0001854068,0.0003911298,0.0001808182,0.0001534596,0.00002607121,0.00000331923,0.0000163134],"genre_scores_gemma":[0.9981291,0.001242004,0.000489898,0.00008822566,0.0000248835,0.000001325509,0.00001247668,0.000006390217,0.000005638531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443982,"threshold_uncertainty_score":0.5525674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009463633815311297,"score_gpt":0.2576111293134505,"score_spread":0.2481474954981392,"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."}}