{"id":"W4392857078","doi":"10.3390/life14030393","title":"Ovarian Tissue Cryopreservation versus Other Fertility Techniques for Chemoradiation-Induced Premature Ovarian Insufficiency in Women: A Systematic Review and Future Directions","year":2024,"lang":"en","type":"review","venue":"Life","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility preservation; Oocyte cryopreservation; Premature ovarian insufficiency; Ovarian tissue cryopreservation; Premature ovarian failure; Fertility; Embryo cryopreservation; Medicine; Cryopreservation; Gynecology; Oncology; Biology; Internal medicine; Population; Embryo","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":[0.006884802,0.001135562,0.008897384,0.006114441,0.0005280484,0.002157536,0.001371325,0.001767457,0.003756622],"category_scores_gemma":[0.01989708,0.0006505173,0.008158251,0.007621444,0.0007610038,0.002224843,0.0009899918,0.0009246445,0.0002034572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107946,"about_ca_system_score_gemma":0.00861275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258673,"about_ca_topic_score_gemma":0.02259952,"domain_scores_codex":[0.9956755,0.001506759,0.00178007,0.0002700241,0.0006123987,0.0001553634],"domain_scores_gemma":[0.9835103,0.01228014,0.002756643,0.000171558,0.001116598,0.0001647399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002324627,0.00001449903,0.0005207377,0.9607524,0.005975966,0.00006891719,0.0001002678,0.00004980535,0.0001084875,0.0001324148,0.0007389425,0.0313051],"study_design_scores_gemma":[0.0003844551,0.0002739239,0.003198349,0.8983786,0.08446923,0.0003297336,0.0002890891,0.00009817853,0.0001583628,0.0003314741,0.01206062,0.00002794674],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000602005,0.9987638,0.00005433675,0.0001692834,0.00005548888,0.0001504223,0.00009433334,0.000003823817,0.0001065312],"genre_scores_gemma":[0.00861031,0.9899577,0.0003629995,0.0005100584,0.00006540362,0.0003176013,0.00008588933,0.000003177425,0.00008687525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008897384,"threshold_uncertainty_score":0.03641075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489251028067713,"score_gpt":0.358687546222443,"score_spread":0.3097624434156717,"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."}}