{"id":"W4403594631","doi":"10.1016/j.fertnstert.2024.07.636","title":"VITRIFICATION OF HUMAN TESTICULAR AND EPIDIDYMAL SPERMATOZOA WITHOUT PERMEABLE CRYOPROTECTANTS: CLINICAL OUTCOMES","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; Generalitat Valenciana; European Commission","keywords":"Cryoprotectant; Vitrification; Andrology; Cryopreservation; Biology; Medicine; Cell biology; Embryo","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":[0.0008923988,0.0002555957,0.0005780675,0.0003367974,0.000269844,0.0006214159,0.0003094188,0.0005558247,0.00202236],"category_scores_gemma":[0.001346631,0.00008800123,0.0002786259,0.0003134942,0.0005112801,0.0003683345,0.000288871,0.0005128221,0.0002069019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599852,"about_ca_system_score_gemma":0.0003823648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302415,"about_ca_topic_score_gemma":0.0007860684,"domain_scores_codex":[0.9997501,0.00007431147,0.00001898961,0.00004674566,0.000073044,0.00003682907],"domain_scores_gemma":[0.9996889,0.000102771,0.00006772947,0.0000326906,0.00006013576,0.00004778127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1182776,0.003914949,0.1875212,0.00188154,0.001158917,0.002345022,0.002230657,0.001325227,0.2893494,0.001010749,0.001250707,0.3897341],"study_design_scores_gemma":[0.003306546,0.1308386,0.537466,0.0003775324,0.002088362,0.009242473,0.002331016,0.002715553,0.2970792,0.0007937231,0.01364887,0.0001120205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884434,0.009384499,0.000396012,0.00006241356,0.00004097778,0.00006490225,0.00009054303,0.00001129985,0.001505919],"genre_scores_gemma":[0.9969354,0.001582703,0.0002065662,0.00005575498,0.0000291075,0.00001365049,0.0001912812,0.000004521081,0.0009809742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202236,"threshold_uncertainty_score":0.006765425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0548191693013507,"score_gpt":0.357142336570739,"score_spread":0.3023231672693882,"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."}}