{"id":"W4416974445","doi":"10.1016/j.fertnstert.2025.07.189","title":"MENOPAUSE CHARACTERISTICS AMONG ADOLESCENT AND YOUNG ADULT CANCER SURVIVORS: A POPULATION-BASED SURVEY IN ONTARIO, CANADA","year":2025,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Infertility; Fertility; Young adult; Cancer; Menopause; Human fertility; Reproductive health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005211497,0.0001733186,0.0004781362,0.00005035425,0.0001166662,0.00001779267,0.00003949727,0.00007893464,0.00005214965],"category_scores_gemma":[0.0003138705,0.0001610481,0.00001522642,0.0001279738,0.0000836889,0.00004455568,0.00006017316,0.0002537785,1.018698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007733765,"about_ca_system_score_gemma":0.001017986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995274,"about_ca_topic_score_gemma":0.9999782,"domain_scores_codex":[0.9985009,0.0002000302,0.0004647384,0.0003866272,0.0001784421,0.0002692668],"domain_scores_gemma":[0.999218,0.0001115009,0.00007354186,0.0002656541,0.0001842665,0.000146964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006254949,0.0001009754,0.9913824,0.0009916596,0.00001888719,0.000006907065,0.0002035821,4.060802e-7,0.000003657851,7.055342e-7,0.00003738132,0.0009984857],"study_design_scores_gemma":[0.0007743214,0.00002856942,0.9981955,0.0003510943,0.0000287635,6.126759e-7,0.00004189949,0.0004140723,0.000005483078,0.00000710522,0.00004666579,0.0001059415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981434,0.0001623202,0.00001369382,0.0005630801,0.0002747422,0.0005501619,0.0002059286,0.00001649872,0.00007020291],"genre_scores_gemma":[0.9988746,0.00001719741,0.000014201,0.0006918069,0.000008799703,0.00004305159,0.0001074932,0.000005262109,0.0002375586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006813068,"threshold_uncertainty_score":0.6567349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110196887923224,"score_gpt":0.2716640995201858,"score_spread":0.2505621306409535,"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."}}