{"id":"W4380356299","doi":"10.3390/jcm12123980","title":"Managing Labour in Women with COVID-19","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Personal protective equipment; Infection control; Pandemic; Coronavirus disease 2019 (COVID-19); Intensive care; Health care; Referral; Medical emergency; Breastfeeding; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Isolation (microbiology); Intensive care medicine; Emergency medicine; Pediatrics; Nursing; Family medicine; Disease; Infectious disease (medical specialty)","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01447225,0.0004788133,0.006911986,0.001601006,0.00003746315,0.00001345049,0.0003750156,0.0004573005,0.0004347154],"category_scores_gemma":[0.05043399,0.0002643385,0.0004895938,0.001909677,0.0003525786,0.0001097301,0.00008523894,0.003141641,0.00006582466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200727,"about_ca_system_score_gemma":0.004852225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006893242,"about_ca_topic_score_gemma":0.00001426201,"domain_scores_codex":[0.9917867,0.0006706767,0.00514716,0.000556269,0.001309122,0.0005300599],"domain_scores_gemma":[0.9881575,0.005296632,0.003776126,0.0008012518,0.0003286978,0.001639761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001547258,0.0002359324,0.0007853078,0.04235963,0.0007728302,0.005216838,0.0002675846,0.000007897919,1.700105e-7,0.00003175891,0.00648634,0.9422885],"study_design_scores_gemma":[0.005580783,0.004090191,0.001751138,0.06810464,0.001556025,0.002549931,0.0002997949,0.000002503789,2.178962e-8,0.000546913,0.9153108,0.0002072271],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003140067,0.9484506,0.0001983174,0.04780584,0.00184683,0.0009346503,0.000004943164,0.00006544347,0.0003793345],"genre_scores_gemma":[0.00006563741,0.9833847,0.0001939795,0.007749397,0.006818389,0.00002099731,0.000006286931,0.0001143206,0.001646238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9420812,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3216816841033295,"score_gpt":0.5793060459164399,"score_spread":0.2576243618131103,"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."}}