{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001461886,0.0001736253,0.0002242192,0.0001974576,0.0007617053,0.0001056787,0.0003568618,0.0001423165,0.0009706526],"category_scores_gemma":[0.0004175111,0.0001616305,0.00005955245,0.000451166,0.00005851428,0.000487392,0.0001841842,0.0003316861,0.006840342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006384822,"about_ca_system_score_gemma":0.00003825445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499654,"about_ca_topic_score_gemma":0.00004510221,"domain_scores_codex":[0.9978095,0.0004894499,0.0003860178,0.0009792009,0.00006860786,0.0002671932],"domain_scores_gemma":[0.998318,0.0001013877,0.0002972408,0.001014891,0.0002472501,0.00002122191],"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":[0.0003529419,0.0006364134,0.001245446,0.00008754388,0.0004713608,0.00001432851,0.004779057,0.00006544119,0.1121133,0.06847461,0.6580811,0.1536785],"study_design_scores_gemma":[0.0008104529,0.000365363,0.007964143,0.0001279838,0.00004511777,0.0002304352,0.002222045,1.623522e-7,0.02117821,0.001991782,0.96482,0.0002443116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3300942,0.007081206,0.0002572412,0.1568302,0.04006287,0.01377743,0.0004649126,0.003346334,0.4480856],"genre_scores_gemma":[0.8457171,0.0002648786,0.0002947042,0.0002494419,0.0007354089,0.0005857231,0.00321767,0.00005978105,0.1488753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5156229,"threshold_uncertainty_score":0.9999426,"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."}}