{"id":"W4283761173","doi":"10.1093/humrep/deac107.154","title":"P-159 The role of Embryo transfer medium containing high concentrations of hyaluronic acid on IVF outcome: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Miscarriage; Live birth; Embryo transfer; Medicine; Cochrane Library; Meta-analysis; Pregnancy rate; In vitro fertilisation; Pregnancy; Embryo culture; Obstetrics; Subgroup analysis; Gynecology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002258913,0.0004420188,0.007092608,0.0004169054,0.0002570284,0.000007010776,0.0002728087,0.0002211507,0.0007147328],"category_scores_gemma":[0.000730892,0.000257387,0.001997812,0.001132677,0.00038829,0.00004746661,0.00006945057,0.0009024391,0.0000038221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107491,"about_ca_system_score_gemma":0.0001368826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001832892,"about_ca_topic_score_gemma":0.000006865465,"domain_scores_codex":[0.9952816,0.000928784,0.002011565,0.00109325,0.0004790405,0.0002057163],"domain_scores_gemma":[0.9957477,0.000174626,0.001205456,0.002632007,0.0001971707,0.0000429745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002039866,0.000335,0.00002408922,0.7988281,0.1825938,0.000008781566,0.0003154851,0.000002497434,0.00003232835,0.01170955,0.00002677005,0.006103197],"study_design_scores_gemma":[0.0001713188,0.0004243833,0.00003632476,0.01320849,0.9735394,0.000160545,0.0002374759,3.321861e-7,0.0001411106,0.0002047349,0.01166,0.0002158577],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005838561,0.9943008,0.00002095803,0.0005253961,0.00009693275,0.004619646,0.00004804631,0.00007017398,0.0002596243],"genre_scores_gemma":[0.02785305,0.9693193,0.00002426394,0.00005606308,0.00006056085,0.001376877,0.0001954196,0.00004490562,0.001069599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7909456,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091130059278698,"score_gpt":0.3588677970703592,"score_spread":0.2497547911424894,"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."}}