{"id":"W2404396068","doi":"10.1007/978-1-4939-0659-8_12","title":"In Vitro Maturation of Immature Human Oocytes for Clinical Application","year":2014,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"Oocyte; Germinal vesicle; Andrology; Infertility; Meiosis; In vitro maturation; Biology; Pregnancy; Medicine; Embryo; Cell biology; Genetics","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":[0.001936021,0.0003020174,0.0006080818,0.0005164857,0.0004071764,0.000950875,0.0006075456,0.000678047,0.007234199],"category_scores_gemma":[0.001679366,0.0002153774,0.0004492709,0.000327974,0.0004137486,0.0003509678,0.0005078749,0.00144678,0.002630474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484401,"about_ca_system_score_gemma":0.001027544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004803265,"about_ca_topic_score_gemma":0.0006786392,"domain_scores_codex":[0.9993936,0.0002486414,0.00006004976,0.00007180013,0.000171145,0.00005475587],"domain_scores_gemma":[0.9994143,0.0001944703,0.00007192629,0.00009246975,0.0001507665,0.00007609387],"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":[0.001096704,0.0002319897,0.001841584,0.0009974889,0.00004179107,0.0008313014,0.0003063035,0.0003773716,0.8662608,0.002699232,0.002956838,0.1223585],"study_design_scores_gemma":[0.0003430548,0.002663409,0.007772753,0.000541406,0.0002692611,0.004722142,0.0004338166,0.002453254,0.853568,0.002360549,0.1248368,0.00003568074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4700957,0.1679578,0.2209192,0.005683185,0.003703911,0.005260179,0.002178212,0.001456942,0.1227448],"genre_scores_gemma":[0.8356727,0.04299539,0.09310749,0.00149292,0.0007887185,0.001229496,0.002341623,0.0004124142,0.02195929],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007234199,"threshold_uncertainty_score":0.02420074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05015626532009917,"score_gpt":0.507095146109585,"score_spread":0.4569388807894857,"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."}}