{"id":"W3199795155","doi":"10.3233/prm-200795","title":"Language performance within three months of early childhood traumatic brain injury","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Rehabilitation Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Traumatic brain injury; Receptive language; Expressive language; Psychology; Rehabilitation; Language development; Medicine; Developmental psychology; Physical therapy; Psychiatry; Linguistics; Vocabulary","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007798,0.0004453493,0.0004663604,0.00170268,0.0005903803,0.0009668022,0.0006363477,0.0005100367,0.001094549],"category_scores_gemma":[0.006328628,0.0001690783,0.0005539355,0.0009619445,0.0007034293,0.0008315722,0.0009922604,0.00095016,0.0004619655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009666829,"about_ca_system_score_gemma":0.001116224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02000589,"about_ca_topic_score_gemma":0.02606051,"domain_scores_codex":[0.9989775,0.0001355967,0.0001735996,0.0001394266,0.0003065991,0.0002671269],"domain_scores_gemma":[0.9932804,0.0005545527,0.004103051,0.0001084048,0.001024156,0.0009294768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000730825,0.00003903715,0.9963755,0.0000312073,0.00001838746,0.0003421099,0.0006681066,0.00004118838,0.0001459425,0.000006769074,0.00007821944,0.002180371],"study_design_scores_gemma":[8.760053e-7,0.0001406809,0.998512,0.00001530581,0.00000908737,0.000578516,0.0004993387,0.00001510656,0.000135284,0.000003395352,0.00008646824,0.000004014516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991597,0.0002102638,0.00002655968,0.00002083793,0.000004558083,0.000007597483,0.0002966991,0.000004109227,0.0002696054],"genre_scores_gemma":[0.9990869,0.0002088257,0.00005759974,0.00001235031,0.000005012518,0.00001230264,0.0004706077,0.000002299562,0.0001440832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000589,"threshold_uncertainty_score":0.03977889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811015716996662,"score_gpt":0.3353598961957503,"score_spread":0.3072497390257837,"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."}}