{"id":"W4395683164","doi":"10.3390/antibiotics13050397","title":"Associations between Polycystic Ovary Syndrome (PCOS) and Antibiotic Use: Results from the UAEHFS","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tamkeen; York University; New York University Abu Dhabi","keywords":"Polycystic ovary; Medicine; Ovary; Antibiotics; Gynecology; Internal medicine; Biology; Microbiology; Insulin resistance; Insulin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002455381,0.0001611305,0.0002663099,0.0000925098,0.0001678089,0.0001967583,0.00007305026,0.0001528211,0.00004068514],"category_scores_gemma":[0.0006709681,0.0001160446,0.00008473561,0.0004089733,0.0001174344,0.0001318916,0.00005376561,0.0003159567,0.0002228407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004501559,"about_ca_system_score_gemma":0.000128746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007710814,"about_ca_topic_score_gemma":0.00005103329,"domain_scores_codex":[0.9987739,0.00005565489,0.000333141,0.0003450989,0.0002508192,0.0002414363],"domain_scores_gemma":[0.9983809,0.001036869,0.0000595499,0.0003509492,0.00004550975,0.0001262014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002851017,0.0002990668,0.8451524,0.0001552244,0.002051637,0.0008670847,0.00156408,0.00001314037,0.001244989,0.004942808,0.1293888,0.01403559],"study_design_scores_gemma":[0.0008742796,0.000127498,0.9873206,0.0002610564,0.0006066459,0.00005978016,0.000173616,0.0004841764,0.0001284159,0.0002932301,0.009516083,0.0001546128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786803,0.001280645,0.0006107756,0.01359496,0.0009854736,0.0003597218,0.001391746,0.0002957251,0.002800698],"genre_scores_gemma":[0.9953647,0.0002011967,0.0004921719,0.001206634,0.0002719596,5.263603e-8,0.000621817,0.00003334535,0.001808108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1421681,"threshold_uncertainty_score":0.4732162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218725135759024,"score_gpt":0.2750743100666424,"score_spread":0.2428870587090522,"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."}}