{"id":"W4306376963","doi":"10.3390/diagnostics12102501","title":"Unraveling the Puzzle: Oocyte Maturation Abnormalities (OMAS)","year":2022,"lang":"en","type":"review","venue":"Diagnostics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Oocyte; Premature ovarian insufficiency; Mechanism (biology); Medicine; Biology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066975,0.0002759011,0.000866903,0.00006850942,0.0003186438,0.00002141351,0.0002012703,0.0002378045,0.0004655102],"category_scores_gemma":[0.003796488,0.0001628202,0.0003027932,0.0002161963,0.0001705855,0.0000348754,0.0001378507,0.0008617063,0.00009724529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130511,"about_ca_system_score_gemma":0.0002395563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001500961,"about_ca_topic_score_gemma":0.00000300481,"domain_scores_codex":[0.9983621,0.0003298657,0.0004719212,0.0003936386,0.0002113873,0.0002311061],"domain_scores_gemma":[0.9969565,0.001931215,0.0002306251,0.0007551924,0.00007376914,0.00005275011],"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":[0.000230572,0.0001252338,0.0001686702,0.008676533,0.0003892996,0.0001156021,0.0002981003,9.90494e-7,1.313956e-7,0.0009135678,0.00665099,0.9824303],"study_design_scores_gemma":[0.0000819608,0.00006479261,0.00202891,0.0009960843,0.001101804,0.0001844926,0.00008956424,0.000002394288,0.000002484813,0.0001094364,0.9951827,0.000155403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003210278,0.9947584,0.00003180982,0.0002328235,0.001245201,0.001009011,0.00007526922,0.00006087779,0.002554508],"genre_scores_gemma":[0.0001076357,0.9965369,0.00003974487,0.0002157588,0.000962212,0.0002642036,0.0008896386,0.0000330099,0.0009509358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885317,"threshold_uncertainty_score":0.6639615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110143475604146,"score_gpt":0.3642024593252362,"score_spread":0.2540589837210903,"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."}}