{"id":"W4388419134","doi":"10.1080/14767058.2023.2277131","title":"Etiology of stillbirth in a tertiary care center: a retrospective cohort study assessing ultrasound, laboratory, and pathology investigations","year":2023,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Ottawa Hospital","funders":"","keywords":"Medicine; Obstetrics; Autopsy; Retrospective cohort study; Gestational age; Pregnancy; Etiology; Amniotic fluid; Fetus; Miscarriage; Umbilical cord; Placenta; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008322912,0.0003176971,0.0005034677,0.00151168,0.001603213,0.001151996,0.001154833,0.0003771405,0.001885358],"category_scores_gemma":[0.003028562,0.0005539667,0.0004249559,0.003798327,0.0006752438,0.0005925594,0.001057554,0.0005891832,0.0002089568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007939662,"about_ca_system_score_gemma":0.01008577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6771727,"about_ca_topic_score_gemma":0.7445857,"domain_scores_codex":[0.998543,0.0001002189,0.000145389,0.0002778133,0.0005225184,0.000411069],"domain_scores_gemma":[0.9965742,0.0002653524,0.001699029,0.0001851522,0.000729154,0.0005472309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001708767,0.000007514322,0.9991227,0.00001421723,0.00001267211,0.0001077585,0.0002505764,0.000007066098,0.00005139756,0.000009054758,0.00009979084,0.0003002198],"study_design_scores_gemma":[0.000002673664,0.00003424533,0.9985363,0.00002543603,0.00001403456,0.0001886866,0.0009642849,0.00005018384,0.00001461001,0.000004864363,0.0001602905,0.000004295189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997841,0.0003640949,0.00005367016,0.00007050121,0.000004365952,0.00004890705,0.001084277,0.000003898316,0.0005292836],"genre_scores_gemma":[0.9987783,0.0002639241,0.0000802403,0.00005337968,0.000004941243,0.00001714199,0.0006803908,0.000002333386,0.0001193575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6771727,"threshold_uncertainty_score":0.649457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008507543532390407,"score_gpt":0.2923258523051924,"score_spread":0.283818308772802,"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."}}