{"id":"W1738172098","doi":"10.1186/1743-8454-3-s1-s23","title":"The assessment of management morbidity in children with myelomeningocoele","year":2006,"lang":"en","type":"article","venue":"Cerebrospinal Fluid Research","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neurology; Intensive care medicine; Pediatrics; Medical physics; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008730765,0.0003450502,0.0004138428,0.001996572,0.0007466161,0.0008688245,0.0005294237,0.0006147376,0.00118061],"category_scores_gemma":[0.01017264,0.0002086359,0.0002998215,0.0009674942,0.00071217,0.0007819937,0.0008451605,0.0009867634,0.0002100757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385737,"about_ca_system_score_gemma":0.001415224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009967676,"about_ca_topic_score_gemma":0.02022602,"domain_scores_codex":[0.9990803,0.0002107727,0.0001518591,0.00005619541,0.0002961936,0.0002046797],"domain_scores_gemma":[0.9972511,0.000754407,0.0009355123,0.00005057669,0.000410775,0.0005976924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000414806,0.00002795936,0.9939405,0.00001239567,0.000007399263,0.001735649,0.0001748338,0.00007168135,0.000101495,0.00003380996,0.0001620529,0.003690741],"study_design_scores_gemma":[0.000003666764,0.0001357698,0.9880746,0.00003180963,0.00001074963,0.01003188,0.0009956787,0.0002515858,0.0001478347,0.00005580432,0.0002542198,0.000006490709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948795,0.0008351905,0.0001685873,0.0003157104,0.00001853506,0.00002816965,0.0001567133,0.000006895281,0.003590724],"genre_scores_gemma":[0.9986431,0.000442891,0.0004165693,0.0000522909,0.0000267901,0.00001979782,0.0001669692,0.00000430035,0.0002272622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009967676,"threshold_uncertainty_score":0.01981932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628568514799314,"score_gpt":0.3624859317533216,"score_spread":0.3362002466053285,"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."}}