{"id":"W4310844948","doi":"","title":"The use of Invos™ somatic oximetry to measure variations in placental tissue oxygenation in laboring healthy term parturients with epidural analgesia: an observational study","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesia; Observational study; Oxygenation; Obstetrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004971116,0.0003090497,0.0004449903,0.0004119121,0.0004277933,0.000504536,0.0003317806,0.0004868309,0.000518559],"category_scores_gemma":[0.002661762,0.0003438975,0.0003635414,0.0004727418,0.0004297784,0.000318564,0.0003370433,0.0005196817,0.0001295699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696902,"about_ca_system_score_gemma":0.0002494018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077274,"about_ca_topic_score_gemma":0.002538885,"domain_scores_codex":[0.9995733,0.0001209323,0.00005409124,0.00009353057,0.000101421,0.0000567053],"domain_scores_gemma":[0.9985134,0.0004531428,0.0006195261,0.000105877,0.00009522066,0.0002127313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627754,0.00008111274,0.9970637,0.00001366088,0.0000324444,0.0003188456,0.000315731,0.00001325452,0.0007681712,0.000005830956,0.00002575883,0.001098662],"study_design_scores_gemma":[0.000009624765,0.0004909391,0.998466,0.0000041973,0.0000197003,0.0004535428,0.00031864,0.0000682363,0.00009242413,0.000003764977,0.00006962781,0.0000033054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997448,0.0001060684,0.00004170999,0.000009004028,0.000001464487,0.000004947761,0.00002898132,6.722242e-7,0.00006236239],"genre_scores_gemma":[0.9997347,0.00008492934,0.0000539871,0.00001356974,0.000003528438,0.000008982323,0.00005952973,6.572351e-7,0.00004002675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003077274,"threshold_uncertainty_score":0.006118715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5253360362502382,"score_gpt":0.5783611246543939,"score_spread":0.05302508840415576,"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."}}