{"id":"W4320527585","doi":"10.7560/326527-004","title":"INTRODUCTION Why Is COVID Female?","year":2023,"lang":"en","type":"book-chapter","venue":"University of Texas Press eBooks","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002038866,0.000302728,0.0005751542,0.0004232899,0.00009901141,0.00001065729,0.000214606,0.0004053028,0.001097868],"category_scores_gemma":[0.0001035917,0.0003659662,0.0003072261,0.00001947497,0.0003302945,0.00006436678,0.0002288014,0.0004773488,0.0002349171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510257,"about_ca_system_score_gemma":0.0002560365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014184,"about_ca_topic_score_gemma":0.00006570552,"domain_scores_codex":[0.9982999,0.000023112,0.0002314903,0.0007291407,0.000498146,0.0002182298],"domain_scores_gemma":[0.9980536,0.00005845847,0.0003428173,0.001053183,0.0002891277,0.0002027933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002427662,0.0001193248,0.000201013,0.003197254,0.001735804,0.0004952014,0.004180432,0.00005589753,0.001385606,0.05205259,0.9172125,0.0169367],"study_design_scores_gemma":[0.0008771654,0.0002272711,0.0001773644,0.0002213667,0.0007203802,0.00003985325,0.00007362974,0.00001649114,0.001040495,0.0008380779,0.995495,0.000272929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005101251,0.0001338989,0.0003623757,0.006548607,0.0009125372,0.001152683,0.0001684699,0.0005442206,0.9896671],"genre_scores_gemma":[0.0007272045,0.0001719942,0.0001799978,0.0004741247,0.0008517241,1.85919e-7,0.00007792933,0.00006727606,0.9974496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07828246,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05840093631107602,"score_gpt":0.2683104411796717,"score_spread":0.2099095048685957,"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."}}