{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614182,0.0005586602,0.0008120249,0.002321205,0.0003421222,0.001126371,0.0005348445,0.001082525,0.003613178],"category_scores_gemma":[0.001216204,0.0001635801,0.0003798257,0.001950634,0.0006076826,0.001643099,0.0006756448,0.001836547,0.001832127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005543542,"about_ca_system_score_gemma":0.001306397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180314,"about_ca_topic_score_gemma":0.001573573,"domain_scores_codex":[0.9997751,0.0000518997,0.00002843091,0.00003455057,0.00008909286,0.00002085737],"domain_scores_gemma":[0.9995036,0.0002489858,0.00005554412,0.0000142955,0.0001417744,0.00003583675],"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":[0.00005350113,0.00003236367,0.0004063251,0.01393131,0.00008197779,0.0007278754,0.0001516699,0.0002033826,0.002245444,0.008200923,0.07298134,0.9009839],"study_design_scores_gemma":[0.000007350861,0.00003823484,0.0008313507,0.004275998,0.00007095586,0.005043655,0.0001266825,0.00006298679,0.0003705464,0.003603666,0.9855533,0.00001533295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001071294,0.9969613,0.0001328903,0.001204461,0.0004382347,0.000001768404,0.00001398267,0.000009375158,0.001130871],"genre_scores_gemma":[0.001007745,0.9966054,0.0002519376,0.0008367447,0.0005702844,0.000002735399,0.00003398496,0.000002820153,0.0006883331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003613178,"threshold_uncertainty_score":0.01208729,"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."}}