{"id":"W4382542819","doi":"10.1016/j.fertnstert.2023.06.031","title":"Placental dysfunction, abnormal placentation, and recurrent miscarriages: Is there a common etiology?","year":2023,"lang":"en","type":"letter","venue":"Fertility and Sterility","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Fertility Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Placentation; Etiology; Obstetrics; Medicine; Gynecology; Pregnancy; Placenta; Biology; Internal medicine; Genetics; Fetus","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":[0.001893104,0.0003607131,0.001206813,0.001269021,0.001229619,0.001395076,0.001141985,0.01344014,0.002730684],"category_scores_gemma":[0.01511416,0.0004147006,0.0005198142,0.001597481,0.001798474,0.001632236,0.0005422878,0.005076284,0.0006171139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000994919,"about_ca_system_score_gemma":0.001558414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00358481,"about_ca_topic_score_gemma":0.004660621,"domain_scores_codex":[0.9986221,0.000604183,0.0002494835,0.000142252,0.0002506784,0.0001312438],"domain_scores_gemma":[0.9930261,0.004492781,0.0009066403,0.0002022707,0.0005495505,0.0008226247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00084905,0.0004486727,0.5300436,0.0005389181,0.0002839943,0.2727453,0.001882777,0.0001556091,0.0009327449,0.006553659,0.1478471,0.03771861],"study_design_scores_gemma":[0.000579088,0.0007528543,0.2744785,0.002128158,0.0005240407,0.5575341,0.007259876,0.001479443,0.0007187963,0.01877511,0.1355884,0.0001817537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1090446,0.04071525,0.0003380728,0.8302098,0.006482593,0.00003380368,0.0002994054,0.00003527206,0.01284125],"genre_scores_gemma":[0.5579355,0.03402477,0.001138264,0.321797,0.07943953,0.0000941258,0.0001910924,0.00002430093,0.005355358],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01344014,"threshold_uncertainty_score":0.01001179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840519184686844,"score_gpt":0.285666960864254,"score_spread":0.2472617690173856,"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."}}