{"id":"W3081231939","doi":"10.1089/jayao.2020.0101","title":"Modest Increase in Fertility Consultations in Female Adolescents and Young Adults with Lymphoma: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Oncofertility; Medicine; Fertility; Fertility preservation; Young adult; Retrospective cohort study; Cancer registry; Population; Demography; Cohort; Survivorship curve; Pediatrics; Family medicine; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004240391,0.000150471,0.0002596692,0.0007715707,0.0006348456,0.0006577311,0.0004073628,0.0003606012,0.001620375],"category_scores_gemma":[0.002024712,0.000250141,0.0003346462,0.001234761,0.0002689648,0.0004367866,0.0003988732,0.0004834118,0.0001920872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275186,"about_ca_system_score_gemma":0.001277787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1287706,"about_ca_topic_score_gemma":0.243577,"domain_scores_codex":[0.9995409,0.00006798111,0.00004436548,0.0001132093,0.0001177831,0.0001158118],"domain_scores_gemma":[0.998912,0.0001405986,0.0005201217,0.00005094503,0.0001699266,0.0002064236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001135291,0.000009493369,0.9992105,0.000005735134,0.00001165964,0.00003998963,0.0001207243,0.000004208337,0.00003086165,0.000007006985,0.0001246044,0.0004238764],"study_design_scores_gemma":[0.000002298764,0.00001450812,0.999308,0.000007229716,0.000009044146,0.0001117579,0.000300159,0.00002642854,0.00000744916,0.000003864429,0.000207967,0.000001180908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975277,0.0003397576,0.00003421393,0.0001214485,0.000005692205,0.00001443415,0.001269573,0.000002711217,0.0006845035],"genre_scores_gemma":[0.9991234,0.000179754,0.00002981427,0.00007748412,0.000008692573,0.00001037013,0.0004413824,0.000001385799,0.000127784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287706,"threshold_uncertainty_score":0.2560422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004535561914607,"score_gpt":0.2935701067109766,"score_spread":0.2735247510918306,"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."}}