{"id":"W4399051897","doi":"10.1002/ped4.12426","title":"International consensus on early rehabilitation and nutritional management for infants at high risk of neurological impairments","year":2024,"lang":"en","type":"article","venue":"Pediatric Investigation","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Scientific and Technological Planning Project of Guangzhou City; University of Alabama; University of South Alabama","keywords":"Cerebral palsy; Medicine; Pediatrics; Swallowing; Incidence (geometry); Cohort; Dysphagia; Quality of life (healthcare); Intervention (counseling); Physical therapy; Psychiatry; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603457,0.00009350838,0.000110671,0.0002403544,0.00005450732,0.0000171224,0.0000321251,0.0000706707,0.00003045064],"category_scores_gemma":[0.0001791577,0.00008217143,0.00005074663,0.0001292116,0.00005986373,0.00005106993,0.00002949171,0.00008464755,0.000005430093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000500502,"about_ca_system_score_gemma":0.00002745845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005866802,"about_ca_topic_score_gemma":3.785182e-7,"domain_scores_codex":[0.9991071,0.0000399797,0.000259488,0.0002321947,0.0002617862,0.00009946962],"domain_scores_gemma":[0.9992508,0.0004353987,0.00008121174,0.00007255491,0.0001028782,0.0000571507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001155799,0.00002990021,0.9801548,0.0008052909,0.0001141088,0.00002365796,0.001011228,0.00001563619,0.0001229346,0.004363017,0.008730191,0.003473508],"study_design_scores_gemma":[0.001609661,0.001015149,0.9815823,0.00007937162,0.000232055,0.00001673093,0.0000172595,0.001970795,0.0001560199,0.01020506,0.002995609,0.0001200052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961572,0.0001175852,0.00002085706,0.00169717,0.0004665734,0.000635171,0.0002512899,0.00004691096,0.0006072228],"genre_scores_gemma":[0.9850869,0.000356865,0.01332782,0.000160812,0.0002733557,0.00008838568,0.000604627,0.000009902648,0.00009139059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330696,"threshold_uncertainty_score":0.3350854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091776319621017,"score_gpt":0.2482815011619451,"score_spread":0.2373637379657349,"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."}}