{"id":"W3214529549","doi":"10.3389/fneur.2021.745814","title":"Health Concerns of Adolescents and Adults With Spina Bifida","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Spina bifida; Health care; Medicine; Family medicine; Population; Nursing; Gerontology; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002392444,0.0001303194,0.0004824694,0.0001300595,0.0001393743,0.000001398331,0.00009605589,0.0002135657,0.00002632482],"category_scores_gemma":[0.00007544547,0.000118069,0.00002222615,0.0002947542,0.0001118559,0.00004154829,0.00008568199,0.0007909797,0.000005859411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917548,"about_ca_system_score_gemma":0.0007385272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000382723,"about_ca_topic_score_gemma":0.0009434792,"domain_scores_codex":[0.9976327,0.0008377666,0.0004856622,0.0003629611,0.0001330048,0.0005478798],"domain_scores_gemma":[0.9991676,0.00006746638,0.0002484382,0.000233426,0.0001029844,0.0001800412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007042198,0.00004941196,0.9760894,0.00121313,0.000004869148,0.00005951474,0.001966258,0.000001507805,0.000001859323,0.00006892951,0.01357025,0.006270713],"study_design_scores_gemma":[0.003909309,0.0006602346,0.9776957,0.0005351911,0.000008287016,0.00001219623,0.002004794,0.0001274988,0.000005130184,0.000154571,0.01474823,0.0001388673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821029,0.003477062,0.0006623301,0.01101691,0.001726043,0.0006398549,0.00003354433,0.00003127422,0.0003100886],"genre_scores_gemma":[0.9903698,0.001788825,0.0005912207,0.006861076,0.0002259362,0.0000174187,0.00001793585,0.0000215411,0.0001062456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008266914,"threshold_uncertainty_score":0.4814713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707840652909629,"score_gpt":0.3575575437338999,"score_spread":0.3304791372048036,"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."}}