{"id":"W2913647990","doi":"10.1089/jayao.2018.0102","title":"Patterns of Referral for Fertility Preservation Among Female Adolescents and Young Adults with Breast Cancer: A Population-Based Study","year":2019,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Institute for Clinical Evaluative Sciences; Queen's University; University of British Columbia","funders":"Queen's University; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Referral; Infertility; Breast cancer; Cancer registry; Fertility; Fertility preservation; Population; Cancer; Gynecology; Family medicine; Obstetrics; Pregnancy; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003019808,0.000132321,0.0001844176,0.0007529219,0.0004890537,0.0004817781,0.0003804905,0.0003117147,0.001323616],"category_scores_gemma":[0.001244463,0.0002151179,0.0002652058,0.001212303,0.0002873841,0.0003535378,0.0003643428,0.0003245336,0.0001637444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305193,"about_ca_system_score_gemma":0.001153454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1682359,"about_ca_topic_score_gemma":0.3123205,"domain_scores_codex":[0.9996639,0.00004336901,0.00004372325,0.00007230447,0.00009612691,0.00008052005],"domain_scores_gemma":[0.9991104,0.00006575322,0.0005167765,0.00002588924,0.0001102045,0.0001709267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006143743,0.000006888196,0.9994555,0.000003897785,0.000005393948,0.0000214516,0.0000894563,0.000003998869,0.00002634783,0.000003176708,0.0000602665,0.0003174781],"study_design_scores_gemma":[0.000001204729,0.00001208481,0.9994466,0.000006043192,0.000003591053,0.00007740709,0.0003296989,0.00002134415,0.000006744188,0.000002137712,0.0000923166,8.517355e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987618,0.0001670209,0.00001956765,0.00006115236,0.000002510486,0.00001126929,0.0005755111,0.000002040635,0.0003992312],"genre_scores_gemma":[0.9992861,0.0001520205,0.00003462363,0.00003668267,0.000003288428,0.000009222492,0.0003650216,9.721084e-7,0.0001119837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682359,"threshold_uncertainty_score":0.3345133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089864068434517,"score_gpt":0.3068860342472667,"score_spread":0.2859873935629216,"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."}}