{"id":"W2758740809","doi":"10.1016/j.fertnstert.2017.08.020","title":"Development of in vitro maturation techniques for clinical applications","year":2017,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"In vitro maturation; Pregnancy; Oocyte; In vitro fertilisation; Live birth; Andrology; Human fertilization; Medicine; Biology; Embryo; Anatomy; Cell biology","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":[0.002386431,0.000210854,0.001752812,0.00006122817,0.0001101809,0.000008520499,0.0001315791,0.0005232707,0.000004830041],"category_scores_gemma":[0.0004906627,0.0001577285,0.0002718237,0.0000491489,0.0003622728,0.0000529182,0.00008998967,0.0002996159,0.00000145867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006834637,"about_ca_system_score_gemma":0.0003768373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005253356,"about_ca_topic_score_gemma":0.00001423787,"domain_scores_codex":[0.9976435,0.0001928558,0.001280418,0.0006633399,0.00007313511,0.0001466958],"domain_scores_gemma":[0.9983135,0.0001628338,0.000420172,0.0009039602,0.0001336698,0.00006589542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02564052,0.0002683822,0.0002043707,0.01570985,0.00005048079,2.084258e-7,0.00003419274,7.721313e-11,0.00001804925,8.739219e-7,0.000004015406,0.958069],"study_design_scores_gemma":[0.0001210135,0.00003847859,0.4162054,0.0006439186,0.000109937,0.000001697593,0.000003779083,7.626492e-7,0.0001312157,0.0001018455,0.5825653,0.0000766567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004301692,0.9889258,0.001644775,0.00003026758,0.00009050503,0.004617102,0.0001393494,0.00003357255,0.0002169477],"genre_scores_gemma":[0.009129315,0.9731635,0.01512258,0.00001630965,0.0001126014,0.001717075,0.0006196753,0.00001473776,0.0001041893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9579924,"threshold_uncertainty_score":0.6431983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3097288814712095,"score_gpt":0.499845533707264,"score_spread":0.1901166522360545,"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."}}