{"id":"W2726191266","doi":"10.1200/jgo.2016.008144","title":"Survey of Fertility Preservation Options Available to Patients With Cancer Around the Globe","year":2017,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Oncofertility; Fertility preservation; Globe; Medicine; Fertility; Health care; Family medicine; Business; Economic growth; Environmental health; Population; Economics","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":[0.0007100996,0.00009752723,0.000296075,0.00001085729,0.0002411535,0.000009667822,0.0002408439,0.0001317522,0.0001550682],"category_scores_gemma":[0.001414825,0.0000565304,0.00003309975,0.000110709,0.0003990574,0.0001170125,0.000124147,0.000112686,0.00003959755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060279,"about_ca_system_score_gemma":0.0003638723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169789,"about_ca_topic_score_gemma":0.01438922,"domain_scores_codex":[0.9989066,0.0002165792,0.000218753,0.0003274589,0.0001391646,0.0001914333],"domain_scores_gemma":[0.9979532,0.00007142716,0.0002018626,0.0009294912,0.0007648267,0.00007924185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007144633,0.0004247618,0.9850201,0.00001232278,0.00007975197,8.841837e-7,0.00002729917,0.000007585131,0.0000640189,0.00005636116,0.003777675,0.003384621],"study_design_scores_gemma":[0.0009172143,0.0008031521,0.9862861,0.00001217646,0.0000552626,9.487754e-7,0.000007364112,0.00001960707,0.0000783958,0.0001321277,0.01163444,0.0000532098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860685,0.0001757492,0.00005576559,0.003469886,0.0003620865,0.0007152383,0.0001977892,0.00001272476,0.008942295],"genre_scores_gemma":[0.9987389,0.00001526593,0.0001567703,0.0003698249,0.00007133865,0.00005585436,0.00004660426,0.000003504947,0.0005419237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267045,"threshold_uncertainty_score":0.9895671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658342254591469,"score_gpt":0.3729720416343252,"score_spread":0.2963886190884105,"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."}}