{"id":"W2117414868","doi":"10.2196/resprot.2209","title":"The Natural History of Spina Bifida in Children Pilot Project: Research Protocol","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Spina bifida; Population; Medicine; Family medicine; Health care; Pediatrics; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004571266,0.0001766456,0.0002946323,0.00116709,0.0003002867,0.00008591649,0.0007201478,0.0001166818,0.000229552],"category_scores_gemma":[0.0008940168,0.0001110812,0.00008747501,0.001628493,0.001216794,0.0004212473,0.0003917205,0.002069048,0.0003146024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007978053,"about_ca_system_score_gemma":0.002227294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713362,"about_ca_topic_score_gemma":0.00007537653,"domain_scores_codex":[0.9950073,0.0008428826,0.0006463778,0.0003840899,0.002015575,0.001103759],"domain_scores_gemma":[0.9968516,0.0002957102,0.0001120184,0.0009928459,0.0015641,0.0001837158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006005312,0.00416198,0.05276485,0.002919316,0.00007851578,0.00002459319,0.001695496,5.665579e-7,0.02545634,0.01035708,0.8633069,0.03322902],"study_design_scores_gemma":[0.005218257,0.006996989,0.3518193,0.002151643,0.000001348688,0.00003855611,0.0003189802,0.0001032056,0.001325078,0.001035191,0.6308199,0.0001715795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007451427,0.00001725366,8.961131e-7,0.001039306,0.00001004137,0.9742786,0.000002972891,0.0000471223,0.01715242],"genre_scores_gemma":[0.01897488,0.000001746569,0.000158969,0.00003586939,0.0001405013,0.9690464,0.00000798007,0.00003458732,0.01159909],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2990544,"threshold_uncertainty_score":0.8989098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2809995577355708,"score_gpt":0.5574869925131866,"score_spread":0.2764874347776157,"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."}}