{"id":"W2042005513","doi":"10.1097/01.ogx.0000367515.48912.b1","title":"Predictors of Pregnancy in Women With Polycystic Ovary Syndrome","year":2009,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Ovarian function and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Polycystic ovary; Medicine; Pregnancy; Ovulation; Gynecology; Infertility; Ovulation induction; Obstetrics; Metformin; Live birth; hirsutism; Placebo; Internal medicine; Hormone; Insulin resistance; Insulin","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002787604,0.0001935048,0.0005878702,0.0002429642,0.00003128801,0.000009664604,0.0001224795,0.0002309233,0.001009988],"category_scores_gemma":[0.004898042,0.0001280686,0.00005813424,0.001681489,0.0001162152,0.0000631117,0.00002862253,0.0003253292,0.00004260113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872045,"about_ca_system_score_gemma":0.0001087265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003947264,"about_ca_topic_score_gemma":0.00001047906,"domain_scores_codex":[0.9980861,0.0002396221,0.0004452417,0.0003717835,0.0003818782,0.0004753887],"domain_scores_gemma":[0.9977082,0.001522749,0.00009740596,0.0002591684,0.00008494929,0.000327506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003829612,0.002756011,0.9714967,0.0000357301,0.00007161513,0.0007028681,0.00009658189,0.00003056396,0.00008994379,0.0001032097,0.0003179464,0.02046924],"study_design_scores_gemma":[0.003094692,0.006145577,0.989962,0.00008386266,0.00002005643,0.00003812142,0.00006553321,0.0000297404,0.000006757688,0.0001288978,0.0002741833,0.0001505881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920658,0.000866493,0.0001184253,0.0002392156,0.0001893307,0.0004740216,0.00001230029,0.00008965441,0.005944706],"genre_scores_gemma":[0.9984893,0.00004927403,0.0002372669,0.0006253967,0.000009648848,0.00002289309,0.00002218399,0.00001084043,0.0005331819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02031866,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208993832381791,"score_gpt":0.2485594883923208,"score_spread":0.2264695500685029,"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."}}