{"id":"W4389094664","doi":"10.1101/2023.11.24.23298970","title":"Altered placental immune cell composition and gene expression with isolated fetal spina bifida","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Vernon Jubilee Hospital; University of British Columbia; Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Fetus; Biology; Immunohistochemistry; Folate receptor; Stromal cell; Receptor; Placenta; Andrology; Internal medicine; Endocrinology; Immunology; Medicine; Pregnancy; Cancer research; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002125119,0.0001762312,0.0002276395,0.001381994,0.0002402598,0.0003933824,0.0001797724,0.0002628624,0.002504688],"category_scores_gemma":[0.0007456242,0.0001911395,0.0001481181,0.0005493553,0.0003997249,0.0001227025,0.0002148713,0.0002726455,0.0001889014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574383,"about_ca_system_score_gemma":0.0001060074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890762,"about_ca_topic_score_gemma":0.0007762386,"domain_scores_codex":[0.9997937,0.00003695925,0.00001185862,0.00006262123,0.00005206366,0.00004288391],"domain_scores_gemma":[0.999725,0.00006066981,0.0001133117,0.00002414931,0.00002713508,0.00004957802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297952,0.00005167137,0.8460583,0.00007390451,0.00008196164,0.001747974,0.000307322,0.00007017012,0.1397479,0.0001068818,0.0001533262,0.01030268],"study_design_scores_gemma":[0.000006578749,0.00009971662,0.9892262,0.000008951519,0.00003236463,0.003477781,0.0002520153,0.0001722939,0.006399037,0.00008785378,0.0002343666,0.000002946166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988544,0.0004659903,0.000216232,0.0000164151,0.000003016224,0.000002938319,0.0001334867,0.000006785215,0.000300808],"genre_scores_gemma":[0.9994032,0.0001741802,0.0001881018,0.00001112645,0.000004080612,0.000004853561,0.0000828844,0.000002435297,0.0001289742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504688,"threshold_uncertainty_score":0.008378983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501070802872187,"score_gpt":0.2591519367822961,"score_spread":0.2341412287535743,"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."}}