{"id":"W2109869955","doi":"10.1186/1471-2393-6-23","title":"Maternal serum alpha-fetoprotein levels in fetal hydrocephalus: a retrospective population based study","year":2006,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hydrocephalus; Medicine; Fetus; Population; Obstetrics; Neural tube; Pregnancy; Neural tube defect; Prenatal diagnosis; Surgery; Biology; Embryo","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008663254,0.0001965435,0.00030375,0.0001071343,0.0000773334,0.00001973748,0.00005863526,0.00008516432,0.00008013406],"category_scores_gemma":[0.00003134129,0.0001538387,0.00006205655,0.0001752591,0.00002590026,0.00009480037,0.00003262257,0.0002126274,0.00002455517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002980829,"about_ca_system_score_gemma":0.00002983876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016155,"about_ca_topic_score_gemma":0.0009728781,"domain_scores_codex":[0.9987,0.00007688521,0.0002979075,0.0004079672,0.0002513301,0.0002659741],"domain_scores_gemma":[0.9996269,0.00002320543,0.0001032975,0.0001599123,0.00001938998,0.00006726264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001781874,0.0006039498,0.9975061,0.00008096646,0.000006996253,0.00007262982,0.00003828346,0.00005275427,0.00003476876,0.0000973741,0.000004612072,0.00132342],"study_design_scores_gemma":[0.00423525,0.0008183737,0.992577,0.0001507388,0.00003015801,0.00001792646,0.00002721914,0.0004066469,0.000062805,0.001502342,0.000007569565,0.0001639331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964907,0.001095675,0.0001637522,0.0001083712,0.00005536556,0.001041356,0.00003466251,0.00006406023,0.0009460807],"genre_scores_gemma":[0.9992371,0.00001523058,0.0001457164,0.0001415171,0.0000982513,0.00005236394,0.00002194651,0.00001686747,0.0002710194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004929021,"threshold_uncertainty_score":0.6273361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218133660693909,"score_gpt":0.235375700323854,"score_spread":0.2231943637169149,"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."}}