{"id":"W2073149613","doi":"10.1385/endo:26:3:297","title":"Ovarian Aging and the Perimenopausal Transition: The Paradox of Endogenous Ovarian Hyperstimulation","year":2005,"lang":"en","type":"review","venue":"Endocrine","topic":"Ovarian function and disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Luteal phase; Endocrinology; Context (archaeology); Follicular phase; Internal medicine; Estrogen; Menstrual cycle; Medicine; Hormone; Population; Ovary; 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":[0.0003549221,0.0003377163,0.001145224,0.000131761,0.0002042079,0.0000341577,0.0001326987,0.00008868062,0.0006425972],"category_scores_gemma":[0.00008336121,0.0001762502,0.0003068351,0.0003080055,0.0002874919,0.00005432016,0.00003690599,0.0004358382,0.0000361513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004625915,"about_ca_system_score_gemma":0.0001885796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067612,"about_ca_topic_score_gemma":0.000005642251,"domain_scores_codex":[0.9982728,0.0002557922,0.0006097837,0.0003151239,0.0002901606,0.0002563809],"domain_scores_gemma":[0.9988094,0.0002849564,0.0002426577,0.0005159245,0.00005872142,0.0000883211],"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":[0.0002988208,0.0001216003,0.000001810531,0.002467073,0.0005159048,0.00005435686,0.0009215009,0.00002198792,0.00001231224,0.008394352,0.0002201986,0.9869701],"study_design_scores_gemma":[0.004382955,0.0001223844,0.00001807737,0.0009746797,0.002452116,0.002144573,0.0001845407,0.0001599714,0.000002961856,0.00007862411,0.9893028,0.0001763585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007525131,0.9830036,0.0006665689,0.00423037,0.0002475957,0.001409354,0.00002129266,0.00005380512,0.01035995],"genre_scores_gemma":[0.01146597,0.9860899,0.0002527246,0.0005799967,0.0007414486,0.00008111342,0.0001253579,0.00005377115,0.0006096944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890826,"threshold_uncertainty_score":0.7187275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358214761570116,"score_gpt":0.3167831031940204,"score_spread":0.2632009555783192,"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."}}