{"id":"W3094378846","doi":"10.1016/j.jogoh.2020.101960","title":"In freeze-all embryo cycles due to endometrial fluid (EF), live birth rates are comparable to those of controls, despite high rates of EF recurrence and cycle cancellation","year":2020,"lang":"en","type":"article","venue":"Journal of Gynecology Obstetrics and Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Live birth; Embryo transfer; Retrospective cohort study; Pregnancy; Single Center; Implantation failure; Internal medicine; Gynecology; Urology; Infertility; Biology","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":[0.0006672671,0.0002611684,0.0005136093,0.0008970017,0.0004285909,0.0004046377,0.0002454858,0.000312488,0.003359076],"category_scores_gemma":[0.003177008,0.0001016787,0.0002088948,0.0002920695,0.0003625526,0.0001914565,0.0003258789,0.0002073838,0.0002754553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125114,"about_ca_system_score_gemma":0.0002511013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044714,"about_ca_topic_score_gemma":0.001601316,"domain_scores_codex":[0.9996762,0.00009518801,0.00003464508,0.00005871661,0.00007336433,0.00006180737],"domain_scores_gemma":[0.9988127,0.0004112623,0.0003499164,0.0001933302,0.00009991612,0.0001329209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0127793,0.00138172,0.8075977,0.0003457204,0.0002787448,0.004144789,0.001627834,0.0002411296,0.058351,0.0007361872,0.001101848,0.111414],"study_design_scores_gemma":[0.0001557802,0.004256853,0.9655124,0.00006295741,0.0001191318,0.009605391,0.001137302,0.0003735512,0.01473829,0.000658587,0.003351209,0.00002870785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957612,0.001187342,0.000371674,0.00002560156,0.00002478849,0.00005385269,0.0003048781,0.00002544253,0.002245288],"genre_scores_gemma":[0.9979398,0.0004215036,0.0003199723,0.000030931,0.00001359791,0.00002403807,0.0003256757,0.000005367145,0.0009192841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359076,"threshold_uncertainty_score":0.01123726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013251706279003,"score_gpt":0.3028976254274808,"score_spread":0.2627651083646907,"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."}}