{"id":"W1973949420","doi":"10.1371/journal.pone.0124789","title":"Predictors of In Vitro Fertilization Outcomes in Women with Highest Follicle-Stimulating Hormone Levels ≥12 IU/L: A Prospective Cohort Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ovarian function and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"In vitro fertilisation; Intracytoplasmic sperm injection; Infertility; Medicine; Prospective cohort study; Follicle-stimulating hormone; Pregnancy; Gynecology; Embryo transfer; Ovulation induction; Andrology; Pregnancy rate; Unexplained infertility; Cohort; Obstetrics; Hormone; Biology; Endocrinology; Internal medicine; Luteinizing hormone","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":[0.0003529358,0.0001418639,0.0005371714,0.0002472787,0.00001761708,0.000008520254,0.0000469672,0.00005666863,0.00001976765],"category_scores_gemma":[0.0004359204,0.0001153666,0.00001616123,0.000472806,0.00003676169,0.0001272591,0.00002674772,0.0001416594,0.000005256861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970778,"about_ca_system_score_gemma":0.0001120636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002041421,"about_ca_topic_score_gemma":0.0001340185,"domain_scores_codex":[0.9985532,0.00005785062,0.0003630136,0.0002603141,0.0005494229,0.0002162574],"domain_scores_gemma":[0.9993553,0.00005039139,0.0001036515,0.0002103049,0.0001550954,0.0001252305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003773187,0.008611791,0.9767232,0.00003381356,0.0003276225,0.00001169274,0.005358113,0.0001281661,0.004972458,0.000004142507,0.000008323838,0.00004749294],"study_design_scores_gemma":[0.01173605,0.00278214,0.97973,0.00007541816,0.0001215622,5.307792e-7,0.003374364,0.0009275856,0.001110154,0.00003227954,0.000001094329,0.0001088659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965894,0.00002402008,0.00005629886,0.0002003116,0.00002153249,0.001990736,0.000006897421,0.00006287407,0.001047886],"genre_scores_gemma":[0.9989446,0.000001436052,0.0004208178,0.00007865975,0.00001957572,0.0002123322,0.00000943009,0.0000259327,0.0002872329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007962869,"threshold_uncertainty_score":0.4704514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798922986930713,"score_gpt":0.2590890093090333,"score_spread":0.2110997794397262,"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."}}