{"id":"W4401725622","doi":"10.14740/jocmr5227","title":"Preoperative Autologous Blood Donation for Rh-Negative Pregnant Women Undergoing Cesarean Sections","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Donation; Obstetrics; Blood donor; Blood loss; Pregnancy; Gynecology; Surgery; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005682898,0.0001836625,0.0001681235,0.0003376163,0.0004119515,0.0002654635,0.0001439812,0.0001668697,0.001425817],"category_scores_gemma":[0.001502047,0.0001135149,0.0001530681,0.00018313,0.0002370862,0.0001446044,0.0002798866,0.000274913,0.0002568242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152763,"about_ca_system_score_gemma":0.0004989022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005194016,"about_ca_topic_score_gemma":0.0006154331,"domain_scores_codex":[0.9997399,0.0001018477,0.00003419778,0.00002856222,0.00004847398,0.00004689745],"domain_scores_gemma":[0.9996245,0.0001253327,0.0001140097,0.00003006458,0.00004056295,0.00006559161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006587622,0.0002482916,0.9297239,0.0001710164,0.00001900869,0.007609182,0.001217961,0.0001287648,0.01079083,0.0001210883,0.0007515553,0.04855962],"study_design_scores_gemma":[0.000084892,0.004381237,0.908938,0.0003837347,0.0001047161,0.05267806,0.005587897,0.0008650293,0.0173657,0.0005590964,0.009021414,0.00003020538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969774,0.001078501,0.0004676914,0.0001376079,0.00002513036,0.00004588088,0.0000443314,0.000009562647,0.001213968],"genre_scores_gemma":[0.9979689,0.0007428105,0.0008161041,0.00008937751,0.00002738534,0.00002859146,0.0000783733,0.000002218273,0.0002462442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425817,"threshold_uncertainty_score":0.004769802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569066766767077,"score_gpt":0.5605781452353632,"score_spread":0.3036714685586555,"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."}}