{"id":"W4296477303","doi":"10.1097/pcr.0000000000000523","title":"Chronic Endometritis: Diagnostic Considerations in Patients With Infertility","year":2022,"lang":"en","type":"article","venue":"AJSP Review and Reports","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Infertility; Medicine; Endometritis; Pelvic inflammatory disease; Asymptomatic; Subclinical infection; Gynecology; Cutoff; Disease; Assisted reproductive technology; Pregnancy; Internal medicine; Obstetrics; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478456,0.0003302736,0.000932269,0.001793089,0.0007435562,0.00116585,0.0004274368,0.00104196,0.004008041],"category_scores_gemma":[0.009604743,0.0002176098,0.0005365898,0.001806781,0.0005142253,0.0009658636,0.0005581596,0.001100379,0.0004613316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539862,"about_ca_system_score_gemma":0.0006739451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042869,"about_ca_topic_score_gemma":0.002422096,"domain_scores_codex":[0.998475,0.0005731799,0.0003437413,0.0001299283,0.000313683,0.000164479],"domain_scores_gemma":[0.9967279,0.001752975,0.0007838884,0.00007156861,0.0004200425,0.0002436018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00061545,0.00008661718,0.8929449,0.002274967,0.0002284855,0.008524448,0.0006156279,0.0002256475,0.0005191924,0.0007004009,0.01006225,0.08320209],"study_design_scores_gemma":[0.0001871676,0.0003987866,0.8421435,0.008654038,0.0006796371,0.1022994,0.005331657,0.001526121,0.0006253478,0.00462125,0.03338308,0.0001499806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4557399,0.4920048,0.003663369,0.02084346,0.001394423,0.0003172451,0.003170538,0.00008750628,0.02277877],"genre_scores_gemma":[0.9629015,0.02954314,0.002373118,0.002404718,0.001235435,0.0001109807,0.000905369,0.00001214408,0.0005135858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004008041,"threshold_uncertainty_score":0.0134083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007377947231077151,"score_gpt":0.2197621886808359,"score_spread":0.2123842414497587,"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."}}