{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687165,0.0003033815,0.0002093966,0.001635852,0.0001660326,0.0004449108,0.0003308469,0.000290199,0.0007453436],"category_scores_gemma":[0.004472111,0.0001218507,0.0002141888,0.0007234987,0.0002449408,0.0003161158,0.0002545211,0.0002587723,0.0001735534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972136,"about_ca_system_score_gemma":0.0002976444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136328,"about_ca_topic_score_gemma":0.001191837,"domain_scores_codex":[0.9989348,0.0004763088,0.0001121677,0.0001373073,0.0002699259,0.00006943863],"domain_scores_gemma":[0.9975699,0.001036266,0.0008346807,0.00009595263,0.0003709888,0.00009220364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000206159,0.00008034839,0.9642645,0.0001066975,0.00003213382,0.000231219,0.0002160436,0.00009255515,0.002479925,0.0000352522,0.000264303,0.03199098],"study_design_scores_gemma":[0.00002460442,0.001716334,0.9817277,0.0001977956,0.0000926631,0.00440804,0.0009755421,0.002158368,0.006256523,0.0001350424,0.002283537,0.00002394537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884722,0.003381337,0.004711872,0.00015738,0.00004182401,0.0001372655,0.000553421,0.00006800365,0.002476689],"genre_scores_gemma":[0.9934846,0.000927695,0.004947322,0.00007365129,0.00002316354,0.00006190986,0.0001802533,0.000005381713,0.0002960367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001687165,"threshold_uncertainty_score":0.008922696,"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."}}