{"id":"W4205935802","doi":"10.1200/go.21.00153","title":"Knowledge, Practice, and Attitudes of Physicians in Low- and Middle-Income Countries on Fertility and Pregnancy-Related Issues in Young Women With Breast Cancer","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fertility preservation; Oocyte cryopreservation; Breast cancer; Medicine; Fertility; Pregnancy; Family medicine; Gynecology; Obstetrics; Cancer; Young adult; Ovarian tissue cryopreservation; Population; Gerontology; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001722444,0.0001202638,0.0002106371,0.0006213241,0.0005269158,0.0005001778,0.0001839797,0.0005420269,0.00267091],"category_scores_gemma":[0.007407669,0.0001752768,0.0002152443,0.0006169081,0.0003922777,0.0004839596,0.000436605,0.000343606,0.0002716869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461893,"about_ca_system_score_gemma":0.0008658135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007161114,"about_ca_topic_score_gemma":0.009352576,"domain_scores_codex":[0.9990716,0.0004345081,0.00008822536,0.00005691419,0.0001857326,0.0001630082],"domain_scores_gemma":[0.9937224,0.002383816,0.002386032,0.00007122112,0.0004527014,0.0009837494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984508,0.0001468799,0.9853927,0.0001110723,0.00002065905,0.0001986821,0.005508636,0.00004264019,0.0001857709,0.0000221197,0.0005751037,0.007725781],"study_design_scores_gemma":[0.00001757854,0.0002720315,0.9875574,0.0001381044,0.00001530899,0.0003386699,0.01057729,0.00009065904,0.00006336455,0.00002216644,0.0009001313,0.000007141748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979743,0.0004826488,0.00002126297,0.0004370056,0.000007630669,0.00001399696,0.0000781862,0.000001322536,0.0009835707],"genre_scores_gemma":[0.998741,0.0005941138,0.00008919393,0.0002868543,0.00001218221,0.00002006062,0.00006566219,5.62361e-7,0.0001903831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007161114,"threshold_uncertainty_score":0.01423883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171818022022154,"score_gpt":0.3275367878000195,"score_spread":0.315818607579798,"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."}}