{"id":"W2984504948","doi":"10.1097/htr.0000000000000542","title":"Pediatric Concussion: Managing Persistent Symptoms With an Interdisciplinary Approach","year":2019,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Concussion; Medicine; Psychology; Medical emergency; Physical medicine and rehabilitation; Injury prevention; Poison control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207112,0.0001642868,0.0004564039,0.0005297953,0.00008476311,0.0000399772,0.0001653881,0.00008678689,0.0001341161],"category_scores_gemma":[0.00008829836,0.0001070407,0.0002523315,0.0003823247,0.0001028559,0.0005135699,0.00004093994,0.0005147552,0.00002773976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741749,"about_ca_system_score_gemma":0.0001650466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003156384,"about_ca_topic_score_gemma":0.000001287702,"domain_scores_codex":[0.9977092,0.0002086146,0.0006650751,0.0002536976,0.0008987796,0.0002647062],"domain_scores_gemma":[0.9982406,0.0003861465,0.0002983072,0.000360108,0.0004423311,0.0002725311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01938821,0.005093189,0.7461297,0.006538357,0.0008573569,0.0001808051,0.04597097,0.002335474,0.002010853,0.001107391,0.001638843,0.1687489],"study_design_scores_gemma":[0.007991007,0.04259179,0.906817,0.0007071979,0.0003553244,0.002020007,0.03250376,0.006035852,0.00003766452,0.0005476481,0.0001349801,0.0002577398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918897,0.0002153663,0.0005520466,0.003089932,0.0001677596,0.0006699308,0.000001577164,0.00002508362,0.003388595],"genre_scores_gemma":[0.9772817,0.000005200908,0.0221551,0.00005261712,0.0002655266,0.00001065209,0.000008148797,0.00003231251,0.0001886802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684912,"threshold_uncertainty_score":0.4364994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284762643582174,"score_gpt":0.3449217760363687,"score_spread":0.3164455116781513,"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."}}