{"id":"W4400340553","doi":"10.1038/s41467-024-49752-6","title":"Systematic review and meta-analysis of birth outcomes in women with polycystic ovary syndrome","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Ovarian function and disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Health and Medical Research Council; Medical Research Council; Novo Nordisk Fonden","keywords":"Polycystic ovary; Medicine; Offspring; Obstetrics; Pregnancy; Body mass index; Confounding; Birth weight; Meta-analysis; Low birth weight; Odds ratio; Small for gestational age; Gynecology; Obesity; Internal medicine; Biology; Insulin resistance","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":[0.01138548,0.001953326,0.01486961,0.006360089,0.0006460056,0.002915197,0.001432459,0.001444395,0.003349106],"category_scores_gemma":[0.03512504,0.001069836,0.02617398,0.00704806,0.0006414035,0.001245884,0.001297164,0.001490181,0.0002648993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002141627,"about_ca_system_score_gemma":0.003880331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008231444,"about_ca_topic_score_gemma":0.01603013,"domain_scores_codex":[0.9897673,0.004688485,0.00321268,0.0009588249,0.001076328,0.0002964651],"domain_scores_gemma":[0.9825718,0.01257852,0.002700814,0.0006588045,0.001311935,0.0001779725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001007004,0.00002034013,0.00651742,0.4085427,0.5719141,0.0001658158,0.00006393975,0.0004259022,0.000233204,0.0001416219,0.0008878071,0.01008023],"study_design_scores_gemma":[0.000356491,0.0001360727,0.00709811,0.03519986,0.9538764,0.0001394444,0.00003817071,0.0001593597,0.000133681,0.000243212,0.002598589,0.00002059116],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004057619,0.9939193,0.0003766436,0.0001995773,0.0001722544,0.0002176329,0.0007799102,0.00002062578,0.000256536],"genre_scores_gemma":[0.2054687,0.7884209,0.00209798,0.001120332,0.0002957524,0.0009115274,0.001296179,0.00003384462,0.0003548031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01486961,"threshold_uncertainty_score":0.06021291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060563000451678,"score_gpt":0.3213893161090233,"score_spread":0.2907836861045066,"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."}}