{"id":"W2292391877","doi":"10.1200/jgo.2015.000307","title":"Creating a Global Community of Practice for Oncofertility","year":2015,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Medical Research Council; College of Medicine, Seoul National University; National Institutes of Health; Universidade de Coimbra; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Seoul National University; Seoul National University Bundang Hospital; Universidade de São Paulo; Kasturba Medical College, Manipal; Northwestern University; Hospital for Sick Children; Feinberg School of Medicine; University of New South Wales; Cook Medical; CSL Behring; Abbott Laboratories","keywords":"Oncofertility; Fertility preservation; Medicine; Excellence; Globe; Pace; Public relations; Resource (disambiguation); Medical education; Engineering ethics; Fertility; Political science; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004577448,0.0001101449,0.0007130857,0.00001771673,0.0000691482,0.000003169327,0.0001804329,0.0002369777,0.000008948067],"category_scores_gemma":[0.01846155,0.00008219446,0.0002037591,0.0001809587,0.0003184649,0.0001577119,0.00007237977,0.0004162195,0.0000025605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260997,"about_ca_system_score_gemma":0.001700226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654665,"about_ca_topic_score_gemma":0.00006872848,"domain_scores_codex":[0.9978086,0.0009099873,0.0007618075,0.0001210614,0.0002045763,0.0001939478],"domain_scores_gemma":[0.995464,0.0005990512,0.0009455051,0.0003038312,0.002450669,0.0002369235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2170591,0.01071255,0.7015719,0.0002265359,0.001310625,0.0002262209,0.001601953,0.0000277654,0.002086425,0.002331436,0.02045838,0.04238704],"study_design_scores_gemma":[0.006508899,0.02134349,0.8959653,0.00006345914,0.0006399726,0.004850531,0.004041969,0.00002261079,0.0005083613,0.009370415,0.05658903,0.00009590694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565098,0.0009176429,0.001777572,0.00436591,0.0006724633,0.0002785329,0.00003565767,0.000009060087,0.03543333],"genre_scores_gemma":[0.9834778,0.00001248548,0.01556443,0.0006172559,0.0003006899,0.000002680576,0.000003098767,0.000003038257,0.00001852559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105502,"threshold_uncertainty_score":0.9898064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443974498756699,"score_gpt":0.4467344857905623,"score_spread":0.3522947408029953,"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."}}