{"id":"W4403591251","doi":"10.1016/j.fertnstert.2024.07.623","title":"AN EXPLORATORY STUDY OF ENDOMETRIAL DYSBIOSIS IN RECURRENT EARLY PREGNANCY LOSS AND ASSOCIATED REPRODUCTIVE OUTCOMES","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hamilton Health Sciences; CReATe Fertility Centre","funders":"","keywords":"Dysbiosis; Pregnancy; Early Pregnancy Loss; Gynecology; Medicine; Obstetrics; Exploratory research; Biology; Abortion; Internal medicine; Disease","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":[0.001649828,0.0004491801,0.0005020874,0.0008783449,0.0009784945,0.0006926338,0.0005687081,0.0007150284,0.00282586],"category_scores_gemma":[0.004422166,0.000312412,0.0008911896,0.0008280275,0.0006282332,0.0005836525,0.001271249,0.0009647848,0.0003599104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621135,"about_ca_system_score_gemma":0.001345649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410655,"about_ca_topic_score_gemma":0.004582459,"domain_scores_codex":[0.9991739,0.0003943526,0.00005593675,0.0001152857,0.00008703345,0.0001733647],"domain_scores_gemma":[0.9978601,0.0007212068,0.0006516732,0.0001903255,0.0001465564,0.0004301016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002652061,0.00147646,0.9868522,0.0001015687,0.0002945395,0.000511335,0.001045332,0.00004874931,0.0007417788,0.0001638973,0.000145622,0.005966386],"study_design_scores_gemma":[0.0001191219,0.008108968,0.9872277,0.00003958814,0.0001735291,0.0007437497,0.002587797,0.0001419777,0.0001931915,0.0001346818,0.000515132,0.00001459815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993104,0.0001686168,0.00005619003,0.00002435504,0.000004208011,0.0000383945,0.0001147207,0.000001739032,0.0002813601],"genre_scores_gemma":[0.9990023,0.00009888654,0.0001779589,0.0000552124,0.00001331667,0.00007365442,0.0001326202,0.000001864529,0.0004441595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00410655,"threshold_uncertainty_score":0.009453416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040843282210887,"score_gpt":0.374768001404313,"score_spread":0.2706836731832244,"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."}}