{"id":"W4388693735","doi":"10.3390/medicina59112008","title":"Using Quantitative Hormone Monitoring to Identify the Postpartum Return of Fertility","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Ovarian function and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Marquette University","keywords":"Ovulation; Menstrual cycle; Postpartum period; Fertility; Luteinizing hormone; Pregnanediol; Medicine; Follicular phase; Obstetrics; Gynecology; Pregnancy; Physiology; Hormone; Endocrinology; Population; 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":[0.0005848513,0.00008945329,0.0002089579,0.000138211,0.00008444791,0.000006894153,0.00007575365,0.00004458299,0.00006346333],"category_scores_gemma":[0.000889253,0.00005909542,0.00006099481,0.0007612744,0.00009117789,0.00004185343,0.00004584154,0.0001468167,0.00009038179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003864865,"about_ca_system_score_gemma":0.000064129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001823108,"about_ca_topic_score_gemma":0.000004840262,"domain_scores_codex":[0.9989792,0.00005292198,0.0002339837,0.000166759,0.000374367,0.0001928186],"domain_scores_gemma":[0.999281,0.000129624,0.00005784447,0.0002857386,0.0001277069,0.0001180855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004521822,0.0003686936,0.3243393,0.0005152134,0.0004775414,0.0001920153,0.03596025,0.0001718872,0.58087,0.0009832187,0.04274936,0.008850678],"study_design_scores_gemma":[0.0009247442,0.0003855803,0.9779977,0.0001691713,0.000106941,0.000008135399,0.01416917,0.001053531,0.003675803,0.0002456918,0.001189772,0.00007376299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890825,0.0003672006,0.0008811145,0.006455669,0.0007721362,0.0003039261,0.000003027236,0.00007856968,0.002055877],"genre_scores_gemma":[0.9986657,0.00003210022,0.0003253132,0.0003406837,0.0001073315,0.000004635766,0.00000505018,0.00001318554,0.0005060222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536584,"threshold_uncertainty_score":0.2409841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114977597373147,"score_gpt":0.4008146545985383,"score_spread":0.2858370572253913,"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."}}