{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034756,0.0002691413,0.0004351494,0.001018524,0.0001622391,0.0005587592,0.0003514433,0.0007903474,0.0005583921],"category_scores_gemma":[0.00799351,0.0002574855,0.0002187462,0.0004614967,0.0002950398,0.0005869329,0.0001697639,0.0005556724,0.0001766924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255861,"about_ca_system_score_gemma":0.0003051772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421153,"about_ca_topic_score_gemma":0.001315804,"domain_scores_codex":[0.9995977,0.0001642649,0.00005673157,0.00004409268,0.00009653945,0.00004072193],"domain_scores_gemma":[0.9954382,0.003091272,0.0005578325,0.0001321818,0.0004020719,0.0003784611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002638568,0.0001542537,0.9711384,0.00003585992,0.00004375919,0.0003832468,0.00008038291,0.0005637758,0.01433012,0.00004753327,0.00009777651,0.01048634],"study_design_scores_gemma":[0.00005866186,0.0016927,0.9639626,0.00002933567,0.0001402225,0.003867616,0.000318654,0.01320578,0.01615919,0.0001870252,0.0003569518,0.0000212784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984977,0.000382063,0.0006294515,0.00002692006,0.000008335931,0.00001036579,0.0000531966,0.000008542675,0.0003834457],"genre_scores_gemma":[0.9984167,0.0002352912,0.001077722,0.00001778718,0.00001396105,0.00001016515,0.00009462523,0.000003919863,0.0001298163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421153,"threshold_uncertainty_score":0.005472362,"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."}}