{"id":"W4416656325","doi":"10.1016/j.cryobiol.2025.105469","title":"Safe vitrification of ovarian tissue samples in sealed cryobags","year":2025,"lang":"en","type":"article","venue":"Cryobiology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Institutes of Health","keywords":"Vitrification; Ovarian tissue; Ovarian tissue cryopreservation; Cryopreservation; Ovary","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":[0.001447158,0.0004258418,0.0005401562,0.0003291072,0.0006116046,0.001043538,0.0006136918,0.0007989842,0.002929016],"category_scores_gemma":[0.001735527,0.0005154826,0.0004028445,0.0001738315,0.0009018913,0.0007189414,0.0008658709,0.001672207,0.001619823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345295,"about_ca_system_score_gemma":0.0006282098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329429,"about_ca_topic_score_gemma":0.0007182741,"domain_scores_codex":[0.9994608,0.000108732,0.00004345532,0.0001226587,0.0001929857,0.00007133693],"domain_scores_gemma":[0.9988601,0.0003536939,0.0002150373,0.0003415422,0.0001617892,0.00006775578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003291435,0.00002920546,0.001059211,0.000243574,0.00003565111,0.0002692095,0.000297454,0.000338883,0.9824814,0.001461397,0.0007451566,0.01270971],"study_design_scores_gemma":[0.00005327588,0.0004236676,0.006915359,0.0001984151,0.0000697038,0.001129684,0.0003098102,0.002166511,0.9628223,0.001212055,0.02467544,0.00002391523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683133,0.01206349,0.301676,0.00131049,0.001213947,0.0009558817,0.0008768637,0.001593903,0.01199612],"genre_scores_gemma":[0.8017978,0.0044879,0.1776389,0.0006979925,0.0002359313,0.0008291248,0.001124371,0.0007581981,0.01242979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002929016,"threshold_uncertainty_score":0.009798467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555134350985721,"score_gpt":0.3277934887008094,"score_spread":0.3022421451909522,"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."}}