{"id":"W4367840120","doi":"10.1016/j.rbmo.2023.04.017","title":"Evaluation of TUBB8 gene alterations in infertile women with oocyte maturation and cleavage arrest referred to Royan Institute","year":2023,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Royan Institute","keywords":"Oocyte; Andrology; Cleavage (geology); Gynecology; Medicine; Biology; Cell biology; Embryo","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":[0.0001667203,0.000308867,0.0002494401,0.001052607,0.0005505423,0.0002959046,0.0003110779,0.000409282,0.002603584],"category_scores_gemma":[0.0007039463,0.0001165811,0.000285763,0.0005477478,0.0003211805,0.0001377232,0.0002403448,0.000277469,0.0003113844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301259,"about_ca_system_score_gemma":0.0003086151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736529,"about_ca_topic_score_gemma":0.001488682,"domain_scores_codex":[0.9998509,0.00002140259,0.00001541334,0.00003364982,0.00003873377,0.00003996792],"domain_scores_gemma":[0.9998347,0.00004199049,0.00003911956,0.000009229701,0.00003299343,0.00004202511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127738,0.00009734453,0.8606592,0.000116787,0.00005318106,0.0778793,0.000702945,0.0001770509,0.04565015,0.0002450913,0.0006622099,0.01262914],"study_design_scores_gemma":[0.00005503808,0.0008738295,0.8668166,0.00006796521,0.0002201796,0.1051361,0.001697013,0.0008461772,0.01751314,0.000315224,0.006432986,0.00002566506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964572,0.0007242787,0.0001938505,0.0001354376,0.00002029401,0.00002891758,0.0002589463,0.00001625514,0.002164769],"genre_scores_gemma":[0.9982956,0.0002822316,0.0003208602,0.00009666006,0.00001675203,0.00001748394,0.0001932248,0.000007888874,0.0007693118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603584,"threshold_uncertainty_score":0.008709908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06065501601340656,"score_gpt":0.3545033221459741,"score_spread":0.2938483061325676,"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."}}