{"id":"W1915859173","doi":"10.1017/cbo9780511730207.017","title":"Vitrification of human oocytes with different tools","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; Andrology; Human fertilization; Sperm Retrieval; Testicular sperm extraction; Intracytoplasmic sperm injection; Azoospermia; Cryopreservation; Vitrification; Biology; In vitro fertilisation; Embryo; Medicine; Anatomy; Infertility; Cell biology; Pregnancy","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":[0.0003091968,0.0003787419,0.0003390459,0.0007912634,0.0002323301,0.000862111,0.0005462182,0.0004194186,0.005529721],"category_scores_gemma":[0.0002512955,0.0001826625,0.0005724074,0.0007562851,0.0004085273,0.0006413452,0.0005377372,0.0009182321,0.002300639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004525451,"about_ca_system_score_gemma":0.0002481679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006159819,"about_ca_topic_score_gemma":0.00107633,"domain_scores_codex":[0.9998357,0.00001250606,0.0000132242,0.00004466397,0.00007375236,0.00002004972],"domain_scores_gemma":[0.9999651,0.0000135592,0.000005629345,0.000007097947,0.000006056166,0.000002540098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008937665,0.00003554872,0.000279222,0.001168776,0.00003769605,0.0004593701,0.0004248031,0.0008972025,0.7110157,0.01140541,0.00242452,0.2717624],"study_design_scores_gemma":[0.00002982685,0.0002646385,0.002017222,0.0003669862,0.00006701524,0.003048609,0.0001669221,0.0009915443,0.5481156,0.003042877,0.4418479,0.00004086305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1515847,0.3552262,0.2232739,0.00161368,0.00401935,0.0008147319,0.001074194,0.001259093,0.261134],"genre_scores_gemma":[0.3729633,0.2288765,0.1476564,0.001464106,0.0005044749,0.0004697237,0.00237348,0.0009476299,0.2447444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005529721,"threshold_uncertainty_score":0.01849878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742872561136957,"score_gpt":0.2301025372249885,"score_spread":0.1926738116136189,"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."}}