{"id":"W1832757814","doi":"10.1016/j.fertnstert.2015.10.004","title":"Prognostic indicators of assisted reproduction technology outcomes of cycles with ultralow serum antimüllerian hormone: a multivariate analysis of over 5,000 autologous cycles from the Society for Assisted Reproductive Technology Clinic Outcome Reporting System database for 2012–2013","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Live birth; Medicine; Gynecology; Assisted reproductive technology; Pregnancy rate; Andrology; Pregnancy; Obstetrics; Infertility; Biology","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":[0.002570715,0.0002689277,0.001572903,0.0003776334,0.0001310088,0.00001062035,0.0001609359,0.0003665833,0.00001059313],"category_scores_gemma":[0.006648092,0.0001785476,0.0004889245,0.001394085,0.0008860276,0.0001622636,0.00006846818,0.0002249006,2.275138e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006781058,"about_ca_system_score_gemma":0.0001567401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007594704,"about_ca_topic_score_gemma":0.0002078063,"domain_scores_codex":[0.9963065,0.0001267247,0.002020756,0.000998405,0.0002699995,0.0002775942],"domain_scores_gemma":[0.9946228,0.0003794403,0.002652746,0.001574218,0.0006904827,0.00008035303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01381072,0.0005491738,0.9725361,0.0005699472,0.003442232,0.000001373258,0.0004790981,0.000007984606,0.005524157,0.00001810702,0.00006120748,0.002999883],"study_design_scores_gemma":[0.002819121,0.0006234747,0.9839553,0.0000766837,0.003751037,0.000007255147,0.005700552,0.0009085259,0.001809833,0.0001533824,0.00004478408,0.000150081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884947,0.0004994173,0.005626319,0.002033258,0.0001503009,0.00201602,0.00101423,0.0001522052,0.00001354788],"genre_scores_gemma":[0.9914201,0.0000066258,0.008081576,0.00002733433,0.00001800582,0.0001459466,0.0002467374,0.00001865059,0.00003498428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141916,"threshold_uncertainty_score":0.7958867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647132210460836,"score_gpt":0.3340572323159505,"score_spread":0.2775859102113422,"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."}}