{"id":"W2783270922","doi":"10.1016/j.fertnstert.2017.10.021","title":"Antimüllerian hormone as a predictor of live birth following assisted reproduction: an analysis of 85,062 fresh and thawed cycles from the Society for Assisted Reproductive Technology Clinic Outcome Reporting System database for 2012–2013","year":2018,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Live birth; Assisted reproductive technology; Medicine; Receiver operating characteristic; Embryo transfer; Anti-Müllerian hormone; Gynecology; Logistic regression; Area under the curve; Obstetrics; Pregnancy; Hormone; Infertility; Biology; Internal medicine","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":[0.003271653,0.0002285629,0.00111663,0.0001277806,0.0003260803,0.0000279146,0.0001170802,0.0002406644,0.00006329713],"category_scores_gemma":[0.004012023,0.0001708644,0.0006136841,0.0005312866,0.00077924,0.0002701641,0.0001208796,0.0001603096,7.109447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504007,"about_ca_system_score_gemma":0.0001019667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110702,"about_ca_topic_score_gemma":0.0007133246,"domain_scores_codex":[0.9965417,0.0001419752,0.001652281,0.001183722,0.0002342067,0.000246122],"domain_scores_gemma":[0.9960602,0.0002798169,0.001300361,0.001679159,0.0005743901,0.0001060999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04471694,0.0009059827,0.9220338,0.001136012,0.006459131,0.000003160846,0.002985679,8.075177e-7,0.01710301,0.00003265621,0.0005786443,0.00404417],"study_design_scores_gemma":[0.00216737,0.0007860507,0.9795144,0.00006953569,0.003080816,0.000007169646,0.01129444,0.00182706,0.0006181853,0.0001721458,0.0003239559,0.0001388412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914109,0.001062373,0.003008196,0.001606689,0.0003452187,0.001528787,0.000872748,0.0001185705,0.00004657437],"genre_scores_gemma":[0.9949018,0.00001661935,0.004281135,0.00008411244,0.0001457112,0.00008902304,0.0003601192,0.00001708048,0.0001043386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05748062,"threshold_uncertainty_score":0.6967649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07078989507592207,"score_gpt":0.3425055903860372,"score_spread":0.2717156953101152,"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."}}