{"id":"W4306967353","doi":"10.1016/j.rbmo.2022.10.009","title":"Adverse obstetric outcomes in women with PCOS and multiple gestations","year":2022,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Ovarian function and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Western University; University of Ottawa","funders":"","keywords":"Medicine; Obstetrics; Gestation; Polycystic ovary; Pregnancy; Odds ratio; Caesarean section; Population; Premature rupture of membranes; Eclampsia; Gynecology; Preeclampsia; Gestational diabetes; Gestational age; Gestational hypertension; Diabetes mellitus; Internal medicine; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821839,0.0001576656,0.0003467462,0.0006849596,0.0001132334,0.000003020302,0.00004918347,0.0000263302,0.0003548439],"category_scores_gemma":[0.0007586934,0.0001198698,0.00002250993,0.00138288,0.0001635078,0.00007001181,0.0000677119,0.0002715648,0.000005346716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558297,"about_ca_system_score_gemma":0.0001422003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215325,"about_ca_topic_score_gemma":0.00002050978,"domain_scores_codex":[0.9985201,0.00005776336,0.0002656385,0.0005510763,0.0003542987,0.0002511148],"domain_scores_gemma":[0.9991593,0.0001128764,0.00009024834,0.0003936662,0.00009365025,0.0001502074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004750394,0.004419552,0.948537,0.0001337936,0.0003211357,0.0003452425,0.007986243,0.0002333591,0.004457517,0.0001253682,0.001557585,0.02713283],"study_design_scores_gemma":[0.01009794,0.002027415,0.919884,0.00002356451,0.00005892926,0.0001621073,0.02958123,0.0002073694,0.00002149268,0.00005244524,0.03771532,0.0001681744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841415,0.0004332042,0.00004487547,0.0138091,0.0002472965,0.0006683391,0.0000698751,0.00007732469,0.0005084618],"genre_scores_gemma":[0.9947749,0.0000506396,0.001001129,0.001341085,0.0001226462,0.00008103591,0.0001517046,0.00002239596,0.002454405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03615773,"threshold_uncertainty_score":0.488815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166143892263632,"score_gpt":0.268223348843204,"score_spread":0.2516089596168408,"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."}}