{"id":"W2144965895","doi":"10.1093/humrep/dep117","title":"Risk of contamination of germplasm during cryopreservation and cryobanking in IVF units","year":2009,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Cryopreservation; Vitrification; Contamination; Reproductive technology; Sterilization (economics); Risk analysis (engineering); Germplasm; Biotechnology; Biology; Medicine; Andrology; Business; Embryo; Agronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245996,0.0002039868,0.001139829,0.0004345027,0.00006611982,0.000003291718,0.00005912494,0.0002911905,0.00001006283],"category_scores_gemma":[0.00123186,0.0001793597,0.00009990423,0.0004805091,0.0001462125,0.00009909149,0.00003412385,0.0003920959,7.140722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001643,"about_ca_system_score_gemma":0.00006438842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006295865,"about_ca_topic_score_gemma":0.00001768746,"domain_scores_codex":[0.9978136,0.0003211556,0.0008595606,0.0007299391,0.000151455,0.0001243244],"domain_scores_gemma":[0.9979367,0.00004510532,0.0009339912,0.0007155051,0.0003449032,0.00002378605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005277543,0.0003103435,0.02541796,0.0259608,0.0002122127,0.000006016426,0.0005401028,0.00000422877,0.002007468,0.0002766305,0.00001439697,0.9447221],"study_design_scores_gemma":[0.0005284654,0.0002557804,0.9724874,0.006094627,0.0006688278,0.00007774401,0.00003222406,0.000002102397,0.0009826088,0.0004684789,0.01824249,0.0001592434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4701725,0.5289263,0.000005037785,0.000009726825,0.00008357729,0.0006468051,0.000004259746,0.00001495689,0.0001368781],"genre_scores_gemma":[0.151311,0.8479907,0.00006681467,0.000001157128,0.0002110267,0.00002300003,0.00009888257,0.00001583225,0.0002816097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9470695,"threshold_uncertainty_score":0.7314078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968926677936514,"score_gpt":0.3506058224149561,"score_spread":0.270916555635591,"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."}}