{"id":"W4410993937","doi":"10.21203/rs.3.rs-6669318/v1","title":"Modeling Fertile Window Differences Across the Reproductive Lifespan with Quantitative Urine Hormone Monitoring of the Menstrual Cycle","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Mitacs","keywords":"Menstrual cycle; Window of opportunity; Urine; Hormone; Physiology; Medicine; Gynecology; Endocrinology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007588982,0.0004127023,0.000454443,0.0003463241,0.0001865846,0.0005160263,0.0007943787,0.0008161557,0.001862006],"category_scores_gemma":[0.004407852,0.0004211744,0.0005731387,0.0003518632,0.0004002262,0.000471777,0.0004171567,0.0005513474,0.0001487897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005612567,"about_ca_system_score_gemma":0.0008751609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02510611,"about_ca_topic_score_gemma":0.01577044,"domain_scores_codex":[0.9998647,0.00004229794,0.000003088282,0.00005439462,0.000008870604,0.00002672444],"domain_scores_gemma":[0.9988973,0.000832319,0.0001138223,0.00005022957,0.00004460027,0.00006163918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002333251,0.0001158345,0.02463349,0.00004848753,0.00008969886,0.00007488655,0.00005852753,0.9531611,0.002286727,0.006718055,0.0007746624,0.0118052],"study_design_scores_gemma":[0.00002053956,0.00004423359,0.006471963,0.000005494844,0.00002672079,0.00001637253,0.00002130007,0.9895887,0.0003230502,0.003232026,0.0002409384,0.000008681781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057618,0.000539733,0.08968434,0.000469625,0.00006249222,0.00003030674,0.00125671,0.0002207361,0.001974165],"genre_scores_gemma":[0.9908952,0.0001469821,0.006859221,0.00004416275,0.00001787315,0.000033212,0.0003013964,0.00003532235,0.001666686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02510611,"threshold_uncertainty_score":0.04991996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213212330541024,"score_gpt":0.4399793229327444,"score_spread":0.3186580898786421,"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."}}