{"id":"W4375864448","doi":"10.3389/fendo.2023.1148314","title":"National oncofertility registries around the globe: a pilot survey","year":2023,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncofertility; Medicine; Fertility preservation; Family medicine; Geography; Fertility; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008347837,0.0002296102,0.0002741516,0.001989496,0.0005840423,0.0009208557,0.0005472653,0.0006466272,0.003014103],"category_scores_gemma":[0.01204131,0.0003187617,0.0003409864,0.00295238,0.0004627291,0.001846838,0.001780024,0.0006917769,0.0008904155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106314,"about_ca_system_score_gemma":0.002331995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007785603,"about_ca_topic_score_gemma":0.01070457,"domain_scores_codex":[0.994666,0.002752056,0.0008223879,0.0004007492,0.0007179435,0.0006408381],"domain_scores_gemma":[0.982287,0.005175143,0.005796388,0.001172335,0.003275139,0.002294128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496792,0.0006267707,0.9649153,0.0003093113,0.00003120545,0.0003672508,0.007359372,0.0001087437,0.000437851,0.0002051143,0.005876279,0.01961315],"study_design_scores_gemma":[0.0000596593,0.0006691173,0.9681022,0.0001996438,0.00002830404,0.000448862,0.01980439,0.0003703818,0.0002121645,0.00006116372,0.01002444,0.00001968913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98747,0.0001821899,0.0004552783,0.0008519323,0.00001437967,0.001255206,0.006638125,0.00002520747,0.003107715],"genre_scores_gemma":[0.9831887,0.0007550722,0.00300729,0.00110969,0.00003316564,0.003765198,0.00717842,0.00001773626,0.0009447836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008347837,"threshold_uncertainty_score":0.04414815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07147225905616912,"score_gpt":0.3275035216401614,"score_spread":0.2560312625839923,"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."}}