{"id":"W2331748055","doi":"10.1055/s-2006-945544","title":"CLASSIFICATION OF CNS MALFORMATIONS","year":2006,"lang":"en","type":"article","venue":"Neuropediatrics","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Neuroscience; Clinical neurology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005362094,0.00007482638,0.0001257774,0.0001117646,0.00003378042,0.000005129351,0.00005814638,0.00005161468,0.00007016687],"category_scores_gemma":[0.0001036193,0.00005949779,0.00007507246,0.0004931603,0.00004011447,0.00005382031,0.00002059695,0.00012446,0.0001028823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005484957,"about_ca_system_score_gemma":0.00003156017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001586644,"about_ca_topic_score_gemma":0.000001166037,"domain_scores_codex":[0.9992563,0.00002373336,0.0002719311,0.0001239058,0.0001989042,0.000125213],"domain_scores_gemma":[0.9995379,0.00006789623,0.00009873804,0.0001601025,0.00008688471,0.0000484729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002620991,0.001530266,0.8663791,0.000416155,0.00001324431,0.00006245454,0.00005308414,0.0003018642,0.01567262,0.03164746,0.07393523,0.00972644],"study_design_scores_gemma":[0.0005252286,0.0002675125,0.9645548,0.000001188601,0.00008342725,0.0000166439,0.000007159455,0.0004964946,0.0001075091,0.0006228331,0.03324487,0.00007236929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058476,0.0001953036,0.0002859425,0.0009282065,0.0001377998,0.000178869,0.00001649952,0.0000712106,0.09233855],"genre_scores_gemma":[0.9981776,0.0002361814,0.0002164915,0.0003566216,0.0002720046,0.000004888081,0.00004026149,0.00001014852,0.0006858328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09817569,"threshold_uncertainty_score":0.242625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073314048259879,"score_gpt":0.2406624371845484,"score_spread":0.2199292967019496,"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."}}