{"id":"W1983364438","doi":"10.1071/rdv25n1ab1","title":"1 CUMULUS CELLS PROTECT OOCYTES AGAINST POTENTIAL LIPOTOXICITY FROM ELEVATED FREE FATTY ACID CONCENTRATIONS IN FOLLICULAR FLUID","year":2012,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Follicular fluid; Follicular phase; Fatty acid; Oocyte; Lipotoxicity; Internal medicine; Oleic acid; Endocrinology; Biology; In vitro maturation; Folliculogenesis; Oogenesis; Chemistry; Ovarian follicle; Andrology; Animal science; Biochemistry; Medicine; Insulin resistance; Embryogenesis; Embryo; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231947,0.0002705829,0.0004299257,0.00009544486,0.0002594729,0.00002116842,0.00009804196,0.0002405745,0.000137712],"category_scores_gemma":[0.0007155,0.0002362201,0.00007104854,0.0002568689,0.0002231627,0.0002909419,0.0001208295,0.0003537644,0.00003772555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537282,"about_ca_system_score_gemma":0.0002061422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272244,"about_ca_topic_score_gemma":0.00002866152,"domain_scores_codex":[0.997352,0.0002440464,0.0006376458,0.001022919,0.0002759048,0.0004674772],"domain_scores_gemma":[0.998491,0.00002494875,0.0001187648,0.0009439818,0.0001965294,0.0002247719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003593887,0.001002641,0.2003506,0.00007632395,0.0001400182,0.000009318992,0.001369104,0.00002154361,0.7847273,0.000004254874,0.00008942419,0.008615588],"study_design_scores_gemma":[0.0006612751,0.00003107541,0.522247,0.00002007164,0.00001818703,0.000006573171,0.00008964651,0.00003181877,0.4751926,0.00005568995,0.001520034,0.000126061],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918584,0.002369485,0.002675485,0.0008074733,0.0006201653,0.001434781,0.00001737273,0.0001265145,0.00009034164],"genre_scores_gemma":[0.9936987,0.00008330447,0.005435153,0.0001337171,0.000258266,0.000142915,0.000146988,0.0000136274,0.00008731904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3218964,"threshold_uncertainty_score":0.9632775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439943587487962,"score_gpt":0.2506777187645506,"score_spread":0.226278282889671,"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."}}