{"id":"W4306756077","doi":"10.3389/fendo.2022.893889","title":"Adaptive, reversible, hypothalamic reproductive suppression: More than functional hypothalamic amenorrhea","year":2022,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Women's Health Research Institute","funders":"","keywords":"Amenorrhea; Reproduction; Hypothalamus; Front (military); Endocrinology; Medicine; Internal medicine; Biology; Gynecology; Pregnancy; Genetics; Physics","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":[0.0006098587,0.0005334505,0.0006938216,0.0002930964,0.0003648402,0.001608285,0.0005765612,0.001255556,0.01000925],"category_scores_gemma":[0.0009517799,0.0001475208,0.0003433206,0.0002340006,0.002952057,0.001016729,0.0006989327,0.001901131,0.001299682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008646865,"about_ca_system_score_gemma":0.0007183726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004810271,"about_ca_topic_score_gemma":0.0005554429,"domain_scores_codex":[0.9997396,0.00005177743,0.00001299979,0.00007699211,0.00006156473,0.00005699321],"domain_scores_gemma":[0.999661,0.0001049531,0.00006935313,0.00003791344,0.00004322704,0.00008357561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003293878,0.0003425173,0.0155784,0.005133589,0.0003396143,0.01355823,0.001102285,0.0008227187,0.1738222,0.2290983,0.0711982,0.48571],"study_design_scores_gemma":[0.000468876,0.001946382,0.06623756,0.001654211,0.0003379024,0.0672623,0.002697737,0.00190436,0.04341278,0.1532383,0.6606858,0.0001537009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1811882,0.5259643,0.03171004,0.1128792,0.01428887,0.0001386114,0.001548053,0.001019615,0.1312632],"genre_scores_gemma":[0.8081032,0.1259977,0.008132211,0.0159641,0.01625943,0.0000764059,0.0006213086,0.0002003715,0.02464526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01000925,"threshold_uncertainty_score":0.03348428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023995780974169,"score_gpt":0.2385885100093071,"score_spread":0.2183485521995654,"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."}}