{"id":"W2007871609","doi":"10.1385/endo:30:1:27","title":"Infertility in Polycystic Ovary Syndrome: Focus on Low-Dose Gonadotropin Treatment","year":2006,"lang":"en","type":"review","venue":"Endocrine","topic":"Ovarian function and disorders","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Polycystic ovary; Infertility; Medicine; Gonadotropin; Gynecology; Ovary; Female infertility; Endocrinology; Biology; Pregnancy; Hormone; Insulin; Insulin resistance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006200558,0.0006083308,0.001922466,0.0005492669,0.0000399435,0.00001746734,0.0001024487,0.0001597421,0.0008741755],"category_scores_gemma":[0.0001108375,0.0004511833,0.0005431445,0.0005281451,0.00005658822,0.00003535272,0.00004025431,0.0004470337,0.0008681422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007818392,"about_ca_system_score_gemma":0.0004682966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007879004,"about_ca_topic_score_gemma":0.0001053277,"domain_scores_codex":[0.997685,0.0001435163,0.000777589,0.0006242492,0.00027904,0.0004906135],"domain_scores_gemma":[0.9987231,0.0001514681,0.0001589432,0.0007474132,0.0000231522,0.0001959428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003107484,0.001829826,0.000171553,0.004904037,0.0001993907,0.003243333,0.000009107462,0.000002073859,2.431541e-7,0.0002051305,0.001784295,0.9873403],"study_design_scores_gemma":[0.004198796,0.00103332,0.005403167,0.005213128,0.0006599872,0.0009363857,0.000004932703,0.0000046369,0.000001199737,0.0001055984,0.9820819,0.000356981],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001737737,0.9842852,0.0000146743,0.0002794831,0.0004814408,0.001632056,0.00006349514,0.0001340377,0.01293586],"genre_scores_gemma":[0.002938382,0.9871505,0.00006205015,0.0001637189,0.0001666613,0.000302292,0.0006117462,0.00008418945,0.008520429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869833,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470449754899362,"score_gpt":0.3257756745177328,"score_spread":0.2910711769687392,"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."}}