{"id":"W4400447442","doi":"10.1101/2024.07.08.24310092","title":"The Association between Endometriosis and Immunological diseases","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Versus Arthritis","keywords":"Endometriosis; Rheumatoid arthritis; Medicine; Disease; Internal medicine; Psoriatic arthritis; Osteoarthritis; Immunology; Oncology; Pathology","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":[0.0009324041,0.000117572,0.0002081378,0.0005556486,0.0001925381,0.0004758979,0.0001455286,0.0002512009,0.004726761],"category_scores_gemma":[0.004921847,0.0001158203,0.0001875678,0.0006558673,0.0002909112,0.0001742063,0.0004204094,0.0003087146,0.0002279922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009154636,"about_ca_system_score_gemma":0.0001208535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005322288,"about_ca_topic_score_gemma":0.0004526829,"domain_scores_codex":[0.9992654,0.0003741194,0.00006816997,0.0001368234,0.00009916988,0.00005626375],"domain_scores_gemma":[0.9962819,0.00153548,0.001508059,0.000304488,0.0001594658,0.0002105581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002713911,0.00001834541,0.9939878,0.00005631965,0.0001629596,0.0001505816,0.00003506471,0.0000664775,0.001420065,0.0001446722,0.0001967551,0.003489604],"study_design_scores_gemma":[0.00001008095,0.00004762552,0.9983487,0.00001505409,0.00004220225,0.0006267934,0.00003918817,0.0001084774,0.0002990198,0.0001653155,0.0002952068,0.00000242686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958116,0.00219103,0.0003752899,0.0002535542,0.00001549356,0.000004029933,0.0006686231,0.000006001073,0.0006744021],"genre_scores_gemma":[0.999124,0.0002874085,0.0001788996,0.00003263433,0.00001629616,0.000002809534,0.0001868944,0.000001340835,0.0001697351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004726761,"threshold_uncertainty_score":0.01581264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077853032709733,"score_gpt":0.3262339419920506,"score_spread":0.2954554116649533,"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."}}