{"id":"W4280568223","doi":"10.3332/ecancer.2022.1388","title":"Awareness and practices of Arab oncologists towards oncofertility in young women with cancer","year":2022,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Oncofertility; Fertility preservation; Medicine; Fertility; Ovarian tissue cryopreservation; Family medicine; Gynecology; Cancer; Demographics; Population; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011437,0.0001011813,0.000350834,0.00007035139,0.0001580143,0.000003801375,0.0001870496,0.00005001822,0.000520347],"category_scores_gemma":[0.001071458,0.00007152228,0.00001470266,0.0005536408,0.001936297,0.0001194979,0.0001683516,0.0003619019,3.507329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899168,"about_ca_system_score_gemma":0.001980604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133862,"about_ca_topic_score_gemma":0.001108406,"domain_scores_codex":[0.9982202,0.0001807685,0.0002599813,0.0005667985,0.0004702504,0.000301987],"domain_scores_gemma":[0.9990898,0.0001135278,0.0002719528,0.0003026206,0.00008675405,0.0001352781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004876027,0.0003110914,0.9749447,0.00008429304,0.00001484674,0.00002651008,0.002456879,0.0000216422,0.002744745,0.00001258483,0.00004747682,0.01445922],"study_design_scores_gemma":[0.0007805588,0.0008759878,0.99416,0.00003597097,0.0000119589,0.00005230641,0.001431825,0.000187392,0.0009663128,0.0001391043,0.001279494,0.00007908207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944639,0.0009440415,0.00003258733,0.002705899,0.0002629465,0.0003005932,0.00001690997,0.00001701426,0.001256176],"genre_scores_gemma":[0.9989462,0.0001767275,0.0001000821,0.0002423693,0.00005163659,0.000344641,0.000001763471,0.000004000915,0.0001325254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921532,"threshold_uncertainty_score":0.7134368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262111570362562,"score_gpt":0.3849935299241668,"score_spread":0.3423724142205412,"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."}}