{"id":"W4385264673","doi":"10.1007/s11154-023-09819-z","title":"Follicular fluid composition and reproductive outcomes of women with polycystic ovary syndrome undergoing in vitro fertilization: A systematic review","year":2023,"lang":"en","type":"review","venue":"Reviews in Endocrine and Metabolic Disorders","topic":"Ovarian function and disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Porto","keywords":"Polycystic ovary; In vitro fertilisation; Follicular fluid; Follicular phase; Human fertilization; Andrology; Gynecology; Biology; Medicine; Endocrinology; Oocyte; Pregnancy; Anatomy; Cell biology; Obesity; Embryo; Insulin resistance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001164707,0.0006116515,0.007373356,0.0007718825,0.00004098903,0.00001757591,0.0001132825,0.0000828305,0.00001911232],"category_scores_gemma":[0.001100967,0.0004096754,0.0002944139,0.001793785,0.0001118593,0.000135066,0.00008460913,0.0003051422,0.00001278117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064108,"about_ca_system_score_gemma":0.0002155262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006157077,"about_ca_topic_score_gemma":0.00003324656,"domain_scores_codex":[0.9958456,0.0006629344,0.001969567,0.000761879,0.0003057895,0.0004542551],"domain_scores_gemma":[0.9980928,0.0002709286,0.0007203353,0.0007076975,0.00004687519,0.0001613529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008773047,0.0001867707,0.00008243432,0.9555503,0.0005877139,0.00006895327,0.0001409241,6.514923e-7,0.000001143013,0.0001545519,0.00001999767,0.04311884],"study_design_scores_gemma":[0.002827411,0.0002410994,0.0007837361,0.8495735,0.009990359,0.001206156,0.0003491855,0.000006707556,6.245246e-7,0.00008855399,0.1342262,0.0007064885],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002495612,0.99177,0.00004040067,0.0002230246,0.00008069217,0.007464295,0.00001107204,0.00004375624,0.0001172444],"genre_scores_gemma":[0.0002834063,0.9970404,0.0001855888,0.0003298241,0.00001267255,0.001767406,0.0001169347,0.00007824979,0.0001855569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1342062,"threshold_uncertainty_score":0.9998355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599437342712986,"score_gpt":0.309946031070841,"score_spread":0.2839516576437112,"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."}}