{"id":"W3193939004","doi":"10.1007/978-3-030-75564-5_15","title":"Predicting Postconcussive Symptoms After Mild Traumatic Brain Injury in Children and Adolescents: 2020 Update","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Traumatic brain injury; Psychology; Concussion; Medicine; Physical medicine and rehabilitation; Clinical psychology; Medical emergency; Psychiatry; Injury prevention; Poison control","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":[0.001131903,0.000763822,0.001056181,0.001676058,0.0001474366,0.001112808,0.0009888739,0.001042976,0.006082576],"category_scores_gemma":[0.002969767,0.0003391294,0.0005825695,0.001146976,0.0002177418,0.0009090443,0.0004536987,0.0011796,0.002747468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187455,"about_ca_system_score_gemma":0.001367825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364718,"about_ca_topic_score_gemma":0.03217041,"domain_scores_codex":[0.9997569,0.00005532418,0.00004419789,0.00003358039,0.00009059706,0.00001938363],"domain_scores_gemma":[0.9982634,0.00110782,0.0001533699,0.00001850319,0.0003748487,0.00008202816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008297848,0.00009212313,0.008871892,0.002955642,0.00009421552,0.0001335948,0.00004894209,0.00017699,0.0001746042,0.0003280614,0.09786803,0.889173],"study_design_scores_gemma":[0.0002139489,0.0004055284,0.1033722,0.02677966,0.001053462,0.003387617,0.0003098128,0.0008434039,0.0007123201,0.001439781,0.8613878,0.00009445634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003086383,0.9747576,0.001007983,0.004780146,0.002204082,0.00005036198,0.001597772,0.0001325992,0.01238309],"genre_scores_gemma":[0.008469012,0.9702703,0.004288955,0.003203809,0.002574453,0.000103299,0.00279968,0.00003282148,0.008257602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01364718,"threshold_uncertainty_score":0.02713549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061458288013733,"score_gpt":0.293462146173233,"score_spread":0.2728475632930957,"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."}}