{"id":"W2038802739","doi":"10.1196/annals.1345.052","title":"Prenatal Diagnosis of Hemoglobinopathies in Ontario, Canada","year":2005,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Prenatal diagnosis; Medicine; Pediatrics; Obstetrics; Pregnancy; Genetics; Fetus; Biology","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":[0.0003568873,0.00007457807,0.0002282571,0.00004547958,0.00003730567,0.000001686734,0.0003723429,0.00006812792,0.00005749904],"category_scores_gemma":[0.0001076206,0.00004731609,0.00005717347,0.0003348349,0.0003777656,0.00005858305,0.00006600524,0.0001925241,3.28236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000343674,"about_ca_system_score_gemma":0.001411708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8090944,"about_ca_topic_score_gemma":0.5721541,"domain_scores_codex":[0.9987714,0.00001351084,0.000354441,0.0001430153,0.0005025995,0.0002150918],"domain_scores_gemma":[0.9995033,0.00008089504,0.0002099398,0.00007045449,0.00002471152,0.0001106768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000260217,0.0002176579,0.81473,0.0008545904,0.00002487473,0.000001547751,0.0008739483,0.0001083267,0.00742559,0.0003256407,0.1374831,0.03769449],"study_design_scores_gemma":[0.0001967144,0.00006971824,0.1865673,0.0005112327,0.00000609674,0.000006825562,0.0001220463,0.000007096932,0.8040172,0.000213124,0.008240053,0.00004253486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648234,0.003306212,4.144731e-8,0.03052764,0.00003156048,0.0001152243,0.00001237202,0.000002112821,0.001181488],"genre_scores_gemma":[0.9966917,0.0001464124,0.0002273892,0.002153738,0.00005004156,0.00000219969,5.205521e-7,0.000001894164,0.0007261173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7965916,"threshold_uncertainty_score":0.435653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05359686198724652,"score_gpt":0.3156735831708051,"score_spread":0.2620767211835586,"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."}}