{"id":"W3137095421","doi":"10.1016/j.ejpn.2021.03.010","title":"Prognostic value of brain abnormalities for cognitive functioning in cerebral palsy: A prospective cohort study","year":2021,"lang":"en","type":"article","venue":"European Journal of Paediatric Neurology","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Erasmus+; Erasmus Universitair Medisch Centrum Rotterdam; Erasmus Medisch Centrum; Vrije Universiteit Amsterdam; Universitair Medisch Centrum Groningen; ZonMw; Amsterdam University Medical Centers; McMaster University","keywords":"Cognition; Cerebral palsy; Odds ratio; Logistic regression; Gross Motor Function Classification System; Intelligence quotient; Psychology; Medicine; Confidence interval; Pediatrics; Cognitive skill; Physical therapy; Internal medicine; Psychiatry","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":[0.001596064,0.0001653739,0.0005658915,0.0003212711,0.00005073367,0.00001182552,0.00008687728,0.00003396144,0.00006426288],"category_scores_gemma":[0.002425868,0.0001484439,0.000202162,0.000447969,0.00007950299,0.00009567613,0.00006403533,0.0004271905,0.000003879398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198308,"about_ca_system_score_gemma":0.0002199204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007482911,"about_ca_topic_score_gemma":0.00002151324,"domain_scores_codex":[0.9973572,0.0009873303,0.0008497719,0.0002626301,0.0002684418,0.0002746356],"domain_scores_gemma":[0.9980217,0.0007616795,0.0005108292,0.0001171585,0.0004915163,0.00009714472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534125,0.0009464488,0.9931342,0.00009345044,0.0002455639,0.001209715,0.001217064,0.00006852263,0.0001052937,0.0001415323,0.0002647119,0.001039388],"study_design_scores_gemma":[0.009216433,0.007479183,0.9791146,0.00004925322,0.0004811901,0.0003552249,0.002734918,0.00003074342,0.00009354754,0.0001482985,0.0001904694,0.0001061398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943375,0.0007474487,0.0005883279,0.0009837785,0.0004273329,0.001111055,0.00001032277,0.00001111028,0.001783125],"genre_scores_gemma":[0.99786,0.00006310669,0.0001226804,0.001321673,0.0003918117,0.00001560524,0.000009400046,0.00003376965,0.0001819592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401959,"threshold_uncertainty_score":0.6053365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312220664056695,"score_gpt":0.2561059508250353,"score_spread":0.2429837441844683,"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."}}