{"id":"W2913330914","doi":"10.1056/nejmoa1808737","title":"A Randomized Trial of Endometrial Scratching before In Vitro Fertilization","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Maurice and Phyllis Paykel Trust","keywords":"Live birth; Embryo transfer; Medicine; Miscarriage; Endometrial biopsy; In vitro fertilisation; Pregnancy; Obstetrics; Randomized controlled trial; Gynecology; Pregnancy rate; Interquartile range; Endometrium; Biology; Surgery","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":[0.00383859,0.0001060613,0.00110123,0.0004119642,0.00001570882,0.000002353386,0.0001289843,0.0001041286,0.0002924194],"category_scores_gemma":[0.002497194,0.00006144308,0.0001296496,0.0002207068,0.00009143662,0.00008972923,0.00001429772,0.0002643997,0.000008907925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002039748,"about_ca_system_score_gemma":0.0001071758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315879,"about_ca_topic_score_gemma":0.000007802535,"domain_scores_codex":[0.9977974,0.0008718222,0.000978338,0.0001189149,0.0001024594,0.0001310576],"domain_scores_gemma":[0.9983037,0.0006809051,0.0007063306,0.0001459773,0.0001383362,0.00002478166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7759867,0.00005501033,0.0009174374,0.00002409066,0.0001498389,0.000006212097,0.002193757,0.00001432799,0.1949535,0.000137995,0.0001371811,0.02542401],"study_design_scores_gemma":[0.9793363,0.001478477,0.0003081349,0.0004326769,0.00008014522,0.0001373403,0.0001236116,0.000001594157,0.01562681,0.001091447,0.001335872,0.00004765677],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809997,0.01045199,0.0004667091,0.0007931457,0.005324841,0.0006858351,0.000001465084,0.000004148838,0.001272172],"genre_scores_gemma":[0.9976931,0.0001104761,0.00004588335,0.00002415657,0.001285925,0.000001807965,0.000009493466,0.000007053919,0.0008221669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2033496,"threshold_uncertainty_score":0.3201787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476591139416572,"score_gpt":0.2680884500605899,"score_spread":0.2533225386664242,"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."}}