{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557026,0.0001578651,0.0001979112,0.001831749,0.000322946,0.000593823,0.0002831795,0.0002713341,0.002180276],"category_scores_gemma":[0.005655198,0.0001899156,0.0002936406,0.0009742843,0.0006000669,0.0003402193,0.0004533905,0.0003747088,0.0001383577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737548,"about_ca_system_score_gemma":0.0003933736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033612,"about_ca_topic_score_gemma":0.003694996,"domain_scores_codex":[0.9995017,0.0001572411,0.00005849003,0.00007483408,0.0001125308,0.00009524258],"domain_scores_gemma":[0.9970504,0.001366665,0.0008784203,0.0001814276,0.0002268521,0.0002961146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637056,0.00001487011,0.9927062,0.00001166543,0.00003725951,0.0010779,0.0001460379,0.00006774821,0.001710421,0.00004965351,0.00002532365,0.003889173],"study_design_scores_gemma":[0.000001073281,0.00004860241,0.9979438,0.000005194456,0.00001655911,0.001430469,0.0001904942,0.00007508093,0.0001989793,0.00003546491,0.00005183112,0.00000237224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988361,0.0002906117,0.00004869967,0.00002536203,0.000004172208,0.00000201135,0.00006416541,0.000001949003,0.0007268707],"genre_scores_gemma":[0.9996769,0.0001381284,0.00004882589,0.000006207557,0.000006115585,0.000001412778,0.00004243649,0.000002155467,0.00007780317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033612,"threshold_uncertainty_score":0.007293761,"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."}}