{"id":"W4414714689","doi":"10.1016/j.ejogrb.2025.114742","title":"Effects of the need for in-vitro fertilization to conceive on pregnancy risks in women with the polycystic ovary syndrome. Evaluation of a population database and a matched cohort","year":2025,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University; University of British Columbia; University of Ottawa","funders":"","keywords":"Polycystic ovary; Placenta previa; Pregnancy; Cohort; Cohort study; Placenta Diseases; Population; In vitro fertilisation","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":[0.001052728,0.0002332108,0.0003526399,0.0006167746,0.0003152547,0.0007103172,0.0004235143,0.0005867674,0.001257177],"category_scores_gemma":[0.004964581,0.0003040232,0.00073765,0.0008396059,0.0002318199,0.0004493439,0.0004309256,0.0006774431,0.0001299698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072778,"about_ca_system_score_gemma":0.0003748887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006763547,"about_ca_topic_score_gemma":0.004676415,"domain_scores_codex":[0.9992043,0.0003241391,0.00008753513,0.0001593882,0.0001367653,0.00008787891],"domain_scores_gemma":[0.997785,0.0008373153,0.0007962832,0.0002261942,0.0001237431,0.0002314538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007409414,0.00008392988,0.9973236,0.000009170374,0.0002049308,0.00009044839,0.00003950542,0.00004030915,0.0001231578,0.00001913711,0.00005538287,0.00126956],"study_design_scores_gemma":[0.00002538891,0.0001601232,0.9991304,0.000003303517,0.0001292223,0.000182586,0.00007709437,0.0001704384,0.00003027593,0.00001533366,0.00007281455,0.000003116295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991259,0.0003378534,0.00002868391,0.00003792702,0.000006172255,0.000004425168,0.0002377972,0.000001367346,0.000219835],"genre_scores_gemma":[0.9993355,0.0001613512,0.00003592276,0.00002376075,0.00001034356,0.000005762883,0.0003092357,0.000001570142,0.0001165835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006763547,"threshold_uncertainty_score":0.01344836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247596434850763,"score_gpt":0.2899669129917213,"score_spread":0.2674909486432137,"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."}}