{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116316,0.0002090905,0.0004036547,0.001139745,0.002177486,0.0009057524,0.0008821695,0.0004320485,0.001965821],"category_scores_gemma":[0.001268111,0.0003519763,0.0005069509,0.004303941,0.0004972728,0.0004024271,0.0005937865,0.0004867272,0.0002334413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01262664,"about_ca_system_score_gemma":0.01604691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992627,"about_ca_topic_score_gemma":0.9971611,"domain_scores_codex":[0.9994609,0.00004775347,0.0000491732,0.00007934968,0.0001834489,0.0001793264],"domain_scores_gemma":[0.9988575,0.00006518236,0.0002625762,0.00002871003,0.0004857246,0.0003004124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002410991,0.00002379979,0.9962232,0.00003282617,0.00002815024,0.00005979137,0.001138884,0.00002409458,0.00009570191,0.00004448753,0.0007338448,0.00157113],"study_design_scores_gemma":[0.000003472916,0.00001140023,0.9979314,0.00002059768,0.00001167238,0.00002225755,0.001393156,0.00003740001,0.00001275138,0.000005764733,0.0005472323,0.000002930127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916847,0.0009002074,0.00006178886,0.000348957,0.00001129036,0.0000536576,0.004641162,0.000005754443,0.002292501],"genre_scores_gemma":[0.9963403,0.0007910196,0.0001026364,0.0001493348,0.000005251191,0.00002902107,0.001209134,0.000003370989,0.001370023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262664,"threshold_uncertainty_score":0.09161305,"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."}}