{"id":"W4380768002","doi":"10.1093/hropen/hoad023","title":"ESHRE good practice recommendations on recurrent implantation failure","year":2023,"lang":"en","type":"article","venue":"Human Reproduction Open","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"European Society of Human Reproduction and Embryology; Gedeon Richter; Teva Pharmaceutical Industries","keywords":"Medicine; Expert opinion; Psychological intervention; Clinical Practice; MEDLINE; Assisted reproductive technology; Medical education; Family medicine; Pregnancy; Gynecology; Intensive care medicine; Nursing; Infertility; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2045771,0.00268646,0.006296555,0.008141915,0.002259313,0.007431411,0.01168656,0.02599442,0.02666755],"category_scores_gemma":[0.4278493,0.00255006,0.01177187,0.005062412,0.004466779,0.009537878,0.0135295,0.01303368,0.01935145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008914189,"about_ca_system_score_gemma":0.0506306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167306,"about_ca_topic_score_gemma":0.01227568,"domain_scores_codex":[0.7610503,0.132344,0.05962518,0.005263256,0.03531225,0.006405083],"domain_scores_gemma":[0.538793,0.2276019,0.05455112,0.01524642,0.1465432,0.01726439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005831382,0.0002245584,0.001918072,0.08970332,0.0006575667,0.0002624213,0.001764891,0.0007545121,0.0003794553,0.008072673,0.7169164,0.178763],"study_design_scores_gemma":[0.001289638,0.0003260752,0.004201891,0.3463945,0.0009971999,0.0002831847,0.001635672,0.0004034181,0.0005158433,0.009233469,0.6344846,0.0002345173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002096739,0.1027685,0.01500943,0.7725986,0.04708474,0.01510309,0.01132129,0.0009086889,0.03310896],"genre_scores_gemma":[0.03481198,0.141221,0.2124775,0.4822786,0.0211301,0.06256162,0.01559476,0.001014615,0.02890982],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2045771,"threshold_uncertainty_score":0.9808981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760093405022455,"score_gpt":0.3744314579909285,"score_spread":0.306830523940704,"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."}}