{"id":"W4394793359","doi":"10.1093/humrep/deae073","title":"Gut bacteriome and mood disorders in women with PCOS","year":2024,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Agencia Estatal de Investigación; Eesti Teadusagentuur; National Institutes of Health; Novo Nordisk Fonden; Novo Nordisk; European Commission","keywords":"Mood; Medicine; Psychology; Psychiatry","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":[0.0001320889,0.0001140598,0.0001474465,0.0002071361,0.00004289056,0.00002997997,0.00002152464,0.0000379278,0.0001042699],"category_scores_gemma":[0.00001498616,0.00009191153,0.00001350853,0.0002441098,0.00006757829,0.0001146969,0.00001606756,0.0001161349,0.00002776559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487172,"about_ca_system_score_gemma":0.00002559263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007703603,"about_ca_topic_score_gemma":0.0002473002,"domain_scores_codex":[0.9990327,0.00001772454,0.0001257362,0.0005219448,0.0001221934,0.0001797035],"domain_scores_gemma":[0.9995969,0.000004873787,0.00001821716,0.0003146216,0.0000134365,0.00005196172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002121517,0.002061842,0.2757583,0.001990628,0.0008007675,0.000174494,0.02065064,0.00003364418,0.1016232,0.0007871468,0.001230511,0.5927673],"study_design_scores_gemma":[0.00191774,0.0007779087,0.9890231,0.0002189529,0.00005137766,0.0001321812,0.0005488244,0.00002810898,0.0001920761,0.001364541,0.005600204,0.0001449946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936818,0.0006309295,0.000007074648,0.001403794,0.000115521,0.000375199,0.000001196965,0.0001359711,0.003648512],"genre_scores_gemma":[0.9965912,0.0001150691,0.00009358578,0.00002040729,0.0001101588,0.00009595045,0.00001702584,0.00002624429,0.002930354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7132648,"threshold_uncertainty_score":0.3748043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035699134425273,"score_gpt":0.2594611842961437,"score_spread":0.249104192951891,"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."}}