{"id":"W3200385850","doi":"10.1016/j.fertnstert.2021.07.335","title":"EFFECTS OF IN-VITRO FERTILIZATION ON PREGNANCY RISK FACTORS ASSOCIATED WITH POLYCYSTIC OVARY SYNDROME","year":2021,"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; Medicine; Obstetrics; Pregnancy; Healthcare Cost and Utilization Project; Odds ratio; Gynecology; Retrospective cohort study; In vitro fertilisation; Population; Confounding; Logistic regression; Confidence interval; Cohort study; Health care; Internal medicine; Obesity; Environmental health","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":[0.0001954504,0.0001842756,0.0005109832,0.00008452756,0.00007576587,0.00000511283,0.00004968271,0.0002304289,0.00001663618],"category_scores_gemma":[0.001742839,0.0001426618,0.00006362805,0.0003773022,0.0002462622,0.00007889777,0.00005351191,0.0003548295,6.708944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008209834,"about_ca_system_score_gemma":0.00008883554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002842741,"about_ca_topic_score_gemma":0.00002631107,"domain_scores_codex":[0.9984463,0.0002852037,0.0003043711,0.0005396737,0.0001806637,0.0002437982],"domain_scores_gemma":[0.9989449,0.0002587593,0.0001330627,0.0004727372,0.0001127887,0.00007776168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0235831,0.002078368,0.9550089,0.0009892209,0.0002647197,0.0002908353,0.0004855335,0.000001982744,0.01247689,0.000006321404,8.056163e-7,0.004813365],"study_design_scores_gemma":[0.00134452,0.0004587787,0.8814327,0.001039961,0.0001492029,0.00001104566,0.0000581329,0.00004169258,0.1149773,0.0003851966,7.914728e-7,0.0001006108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972326,0.001649642,0.0001918693,0.00006636128,0.00008059137,0.0004789635,0.00003118568,0.00008087201,0.0001879022],"genre_scores_gemma":[0.9997299,0.00002199457,0.00004571711,0.00001703577,0.000002258644,0.00002093135,0.00005624616,0.00001135383,0.00009450767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025004,"threshold_uncertainty_score":0.581758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707441817598168,"score_gpt":0.2417301566971357,"score_spread":0.224655738521154,"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."}}