{"id":"W2903402785","doi":"10.1071/rd18326","title":"Cryopreservation and microfluidics: a focus on the oocyte","year":2018,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Cryoprotectant; Cryopreservation; Vitrification; Cryobiology; Gamete; Biology; Oocyte cryopreservation; Oocyte; Cell biology; Sperm; Embryo; Andrology; Fertility preservation; Genetics; Fertility; Population","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":[0.0009793699,0.0007092671,0.001113523,0.0008881256,0.0003765853,0.001524026,0.0008116331,0.00153329,0.002998342],"category_scores_gemma":[0.0008581218,0.0003429708,0.000560328,0.001246542,0.001370859,0.002866886,0.001335054,0.002161623,0.001201348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597003,"about_ca_system_score_gemma":0.0008239963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008943749,"about_ca_topic_score_gemma":0.0009183147,"domain_scores_codex":[0.9995227,0.00009005853,0.00003097824,0.0001215421,0.0001861623,0.00004862224],"domain_scores_gemma":[0.9994304,0.0003134195,0.00006158796,0.00002071844,0.0001293143,0.00004456682],"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":[0.0001817119,0.00007236531,0.0009657736,0.01985193,0.0001692637,0.0005439991,0.0006182672,0.001573464,0.07121581,0.06646023,0.04511723,0.7932299],"study_design_scores_gemma":[0.00001034549,0.0003289817,0.001394658,0.002114293,0.0000909691,0.001098485,0.000151487,0.000731347,0.0119959,0.00679879,0.9752323,0.00005248294],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000953449,0.989549,0.003708457,0.001507456,0.00114314,0.00001288733,0.00003050262,0.00003685317,0.00305827],"genre_scores_gemma":[0.006397343,0.9819809,0.004046599,0.001614939,0.002197723,0.00003853796,0.00005166873,0.0000280699,0.003644326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002998342,"threshold_uncertainty_score":0.01003051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004841228025354,"score_gpt":0.2791420959986073,"score_spread":0.2290936837183538,"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."}}