{"id":"W3121803206","doi":"10.20944/preprints201901.0085.v1","title":"Lowered Plasma Steady-State Levels of Progesterone Combined with Declining Progesterone Levels During the Luteal Phase Predict Peri-Menstrual Syndrome and Its Major Subdomains","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Faculty of Medicine, Chulalongkorn University; Chulalongkorn University","keywords":"Menstrual cycle; Luteal phase; Medicine; Endocrinology; Internal medicine; Corpus luteum; Amenorrhea; Hormone; Physiology; Pregnancy; 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":[0.0003280853,0.0002944528,0.0002263319,0.0006362852,0.0001639894,0.000257376,0.0001733154,0.0003261654,0.001780019],"category_scores_gemma":[0.002096906,0.000140169,0.0002036909,0.0003190697,0.0002195251,0.0001661725,0.0002371638,0.0003678619,0.0001976961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700572,"about_ca_system_score_gemma":0.000200189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007064733,"about_ca_topic_score_gemma":0.001061769,"domain_scores_codex":[0.9998337,0.00003845757,0.00002503439,0.00003232558,0.00004094865,0.00002948256],"domain_scores_gemma":[0.9984396,0.0003148032,0.0008285618,0.00004755642,0.0001094523,0.0002600233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114174,0.00001683161,0.9980666,0.000008118273,0.00001403692,0.00006109401,0.00001775952,0.00002336718,0.0005992072,0.000005331319,0.00002249584,0.0010538],"study_design_scores_gemma":[0.000004418031,0.0001083378,0.9991274,0.00000232283,0.000009375183,0.0004556513,0.00002498955,0.00009761631,0.000107602,0.00000995899,0.000051369,9.869889e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999236,0.0002670121,0.00009362643,0.00002993868,0.000005390788,0.000009456357,0.0001151887,0.00000332,0.0002401282],"genre_scores_gemma":[0.999532,0.00007173978,0.000163797,0.000009207885,0.000008196756,0.000004933159,0.0001461855,5.17012e-7,0.000063388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780019,"threshold_uncertainty_score":0.005954802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109401247368548,"score_gpt":0.3581697628292173,"score_spread":0.2487685154606692,"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."}}