{"id":"W2805833879","doi":"10.1016/j.jmig.2018.06.004","title":"Complicated Clinical Course and Poor Reproductive Outcomes of Women with Tubo-Ovarian Abscess after Fertility Treatments","year":2018,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Fertility; Gynecology; Abscess; Surgery; Population","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001692389,0.0002507679,0.001060967,0.0002559131,0.0001354581,0.00001243898,0.0003042247,0.0003065913,0.0009802685],"category_scores_gemma":[0.003570404,0.0001728377,0.0001268291,0.00022841,0.002776582,0.0001850771,0.0001435618,0.0006136021,0.00009112166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232544,"about_ca_system_score_gemma":0.0006927915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005326006,"about_ca_topic_score_gemma":0.0001602349,"domain_scores_codex":[0.9968087,0.0009248144,0.001074356,0.0005575418,0.0001032735,0.0005312905],"domain_scores_gemma":[0.9947359,0.001889503,0.0009246596,0.0005400903,0.001801274,0.000108553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01082204,0.002501091,0.9035112,0.00002456993,0.004104043,0.00009700088,0.001378097,7.998684e-7,0.07360191,0.00003410332,0.0003848731,0.003540328],"study_design_scores_gemma":[0.003929025,0.01030719,0.959112,0.00002208743,0.0002316055,0.0006207945,0.0007506454,2.014884e-7,0.02383889,0.0002137516,0.0008297203,0.0001441108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967895,0.0003612046,0.00001859887,0.001371615,0.0005860283,0.0004356763,0.00003234304,0.0000123682,0.000392662],"genre_scores_gemma":[0.9987378,0.00008081806,0.0005083579,0.0001617942,0.00009248356,0.00004223681,0.000004556618,0.00002117092,0.0003507905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05560084,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958566093640249,"score_gpt":0.3382981242775159,"score_spread":0.3087124633411134,"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."}}