{"id":"W2010329792","doi":"10.1016/j.pedhc.2012.12.014","title":"Management of Concussion in the Pediatric Patient","year":2013,"lang":"en","type":"article","venue":"Journal of Pediatric Health Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Concussion; Medicine; Pediatric nursing; Physical medicine and rehabilitation; Medical emergency; Injury prevention; Poison control; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028725,0.0001013755,0.0003645938,0.0004462828,0.00004449665,0.00001189319,0.0002107826,0.00005970151,0.0001267784],"category_scores_gemma":[0.0001016641,0.00005732975,0.0001185744,0.0007171682,0.00002031236,0.00008544177,0.00004276432,0.0004888336,0.00002184508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257103,"about_ca_system_score_gemma":0.0005384819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740891,"about_ca_topic_score_gemma":0.000001525135,"domain_scores_codex":[0.9971721,0.0002468499,0.001075734,0.0001041338,0.001087037,0.0003141833],"domain_scores_gemma":[0.9983147,0.0002147221,0.0006071102,0.0002392856,0.0004025087,0.0002216955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003382795,0.0008837995,0.5953247,0.01016887,0.00007825408,0.0005145274,0.02665079,0.00002507038,0.000007317643,0.00021447,0.1428117,0.2229822],"study_design_scores_gemma":[0.003183729,0.003272773,0.9629669,0.0001695094,0.0001406169,0.0001745161,0.02787717,0.00001378763,0.000007152895,0.00007746511,0.002015585,0.0001008577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839906,0.007327251,0.00002775122,0.006511552,0.0002504381,0.0009418615,0.000003759911,0.0000044706,0.0009423245],"genre_scores_gemma":[0.9941317,0.00293545,0.001621684,0.0005987243,0.0006528468,0.00001637206,0.000002133548,0.00001203914,0.00002902816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3676422,"threshold_uncertainty_score":0.2337839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946620701355976,"score_gpt":0.3656228540613882,"score_spread":0.3261566470478284,"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."}}