{"id":"W4410079935","doi":"10.1089/trgh.2024.0168","title":"Fertility Preservation for Gender Diverse Youth: Design and Evaluation of Patient-Centered eLearning Modules","year":2025,"lang":"en","type":"article","venue":"Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Fertility; Fertility preservation; Psychology; Sociology; Demography","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":[0.001791315,0.0001300271,0.0002398206,0.0001664675,0.0002435778,0.00001419823,0.00009654248,0.0001116158,0.00008411186],"category_scores_gemma":[0.00006326226,0.000134993,0.00006287469,0.0001653009,0.00004943513,0.0001344838,0.00001269957,0.0001239465,0.00000323693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232907,"about_ca_system_score_gemma":0.0003440042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238664,"about_ca_topic_score_gemma":0.0002425072,"domain_scores_codex":[0.9975435,0.0009901313,0.0004950169,0.0003479533,0.0002698161,0.0003535711],"domain_scores_gemma":[0.9990722,0.0001323673,0.000171745,0.0002786233,0.0002432722,0.0001017691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003414904,0.001739212,0.2471991,0.01137905,0.0006368014,5.109077e-7,0.2053531,0.002887843,0.0002392155,0.01596213,0.008011533,0.5031766],"study_design_scores_gemma":[0.005148119,0.0004143241,0.9691542,0.00004226625,0.0002948104,4.804543e-7,0.004613378,0.00814636,0.00005194682,0.01166898,0.0002850156,0.000180123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031456,0.002757114,0.08922072,0.0009242055,0.000496912,0.002160138,0.00009366738,0.00004479688,0.001156911],"genre_scores_gemma":[0.9979495,0.0001556656,0.001129503,0.000416279,0.00002828183,0.0000911324,0.00007209516,0.00001380511,0.0001437633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7219551,"threshold_uncertainty_score":0.5504854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3207146522777619,"score_gpt":0.4483849202275509,"score_spread":0.127670267949789,"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."}}