{"id":"W3093201199","doi":"10.1016/j.fertnstert.2020.08.1168","title":"THE IMPACT OF POLYCYSTIC OVARY SYNDROME ON PLACENTAL HISTOPATHOLOGY PATTERNS IN IVF SINGLETON LIVE BIRTHS","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Polycystic ovary; Singleton; Histopathology; Gynecology; Medicine; Obstetrics; Biology; Pregnancy; Pathology","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":[0.0002693505,0.0001526478,0.00038217,0.00004208265,0.00008668783,0.000004327889,0.00009439782,0.0001577854,0.00005084504],"category_scores_gemma":[0.0003984821,0.0000996179,0.0001045781,0.0001226664,0.0004536738,0.00004239966,0.00009836523,0.0004021457,0.00000654299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029747,"about_ca_system_score_gemma":0.00005998726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001701423,"about_ca_topic_score_gemma":0.00003150486,"domain_scores_codex":[0.9987585,0.0001779464,0.0003167485,0.0004262819,0.0001015042,0.0002190393],"domain_scores_gemma":[0.9992515,0.0001220967,0.00008588583,0.0004216156,0.0000313099,0.00008760835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0394959,0.0004802035,0.9493636,0.0001903418,0.00004801693,0.0002285902,0.001101666,0.000001561387,0.002450109,0.000007496353,0.00001212934,0.006620404],"study_design_scores_gemma":[0.000727513,0.00180316,0.9960466,0.0001074757,0.00002282536,0.0001077979,0.0002152996,0.0001118423,0.0005130827,0.0002598717,0.000009987325,0.0000745334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971078,0.0008730859,0.00004164266,0.001186433,0.0000835824,0.0003673983,0.00004445606,0.00005133772,0.0002442478],"genre_scores_gemma":[0.9998047,0.00002157134,0.00001490547,0.00009315041,0.0000118158,0.00001044584,0.000008871776,0.00000735867,0.00002718916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04668303,"threshold_uncertainty_score":0.40623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529691968850729,"score_gpt":0.2778367612660294,"score_spread":0.2525398415775221,"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."}}