{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100502,0.0002350208,0.000489659,0.001071359,0.0002468372,0.0005698106,0.0004833851,0.000408117,0.0007339624],"category_scores_gemma":[0.004272959,0.0002409705,0.0008584133,0.00225697,0.0002350432,0.0007028911,0.0006363261,0.0005082061,0.0001000169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004307289,"about_ca_system_score_gemma":0.00056632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00897896,"about_ca_topic_score_gemma":0.01253874,"domain_scores_codex":[0.9992276,0.0001560318,0.0001743939,0.0001927781,0.0001487733,0.000100378],"domain_scores_gemma":[0.9958581,0.000979605,0.002285728,0.0003023455,0.0002975641,0.0002765032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442821,0.000009142287,0.9985946,0.000007050115,0.00009584238,0.00001554368,0.00001379457,0.00008901092,0.00005754902,0.000009470469,0.0001146097,0.0008490582],"study_design_scores_gemma":[0.00001034115,0.00003940663,0.9989291,0.00000488767,0.00005856779,0.0001046389,0.00004982653,0.0005612029,0.00005187502,0.00001571057,0.0001702853,0.000004266401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996474,0.0005629736,0.0001135676,0.00005034505,0.000007564736,0.00000798278,0.002578998,0.00000682772,0.000197637],"genre_scores_gemma":[0.9972789,0.0001488131,0.00007894995,0.00002187952,0.00001310962,0.000008341603,0.002386601,0.000002969936,0.00006053741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00897896,"threshold_uncertainty_score":0.01785338,"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."}}