{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072884,0.0002830251,0.0003233335,0.0005157421,0.0006306584,0.0004916483,0.0003174855,0.0004082626,0.001715967],"category_scores_gemma":[0.00224996,0.0003341279,0.0004578147,0.0006710584,0.0002358039,0.0004304863,0.0003569196,0.0006805592,0.0002068932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157897,"about_ca_system_score_gemma":0.0004523096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003933073,"about_ca_topic_score_gemma":0.00430306,"domain_scores_codex":[0.9996276,0.00008513034,0.00003097735,0.00009940072,0.00006985289,0.00008708168],"domain_scores_gemma":[0.999016,0.0002321953,0.0003068748,0.0001113323,0.00009224365,0.0002411724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043162,0.00003663283,0.9992915,0.000002587867,0.00002592834,0.00006506036,0.00003182701,0.000009007664,0.0001003144,0.000006491456,0.00003495073,0.0002914277],"study_design_scores_gemma":[0.00002278629,0.0003210642,0.9986701,0.000005369659,0.00004680341,0.0004234012,0.0001900565,0.0001022197,0.00005835237,0.00001647101,0.0001389933,0.000004310772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995292,0.0001070119,0.00004683747,0.00002238551,0.000005395499,0.00001251284,0.0001412153,0.000001133461,0.0001342951],"genre_scores_gemma":[0.9995344,0.00006765154,0.00006296905,0.00002077297,0.000007676491,0.00001130434,0.0001939709,0.000001229999,0.0001002316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003933073,"threshold_uncertainty_score":0.007820368,"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."}}