{"id":"W4405189730","doi":"10.1097/pec.0000000000003305","title":"Pediatric Emergency Medicine Physicians’ Perspectives of Concussion in Young Children","year":2024,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Concussion; Pediatric emergency medicine; Sports medicine; Medical emergency; Emergency medicine; MEDLINE; Intensive care; Injury prevention; Poison control; Physical therapy; Pediatrics; Emergency department; Intensive care medicine; Emergency physician; Psychiatry","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":[0.007792096,0.0003361292,0.0005353168,0.001069127,0.005585593,0.003531712,0.0008919325,0.002176348,0.001750285],"category_scores_gemma":[0.02212818,0.00053586,0.0004317261,0.00118405,0.004332351,0.002877615,0.004281318,0.003558522,0.0001971675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004525541,"about_ca_system_score_gemma":0.005666519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006952982,"about_ca_topic_score_gemma":0.0121682,"domain_scores_codex":[0.9930034,0.004394505,0.0004175785,0.0003240734,0.0007419962,0.001118366],"domain_scores_gemma":[0.980397,0.01181753,0.003596441,0.0002258803,0.001495034,0.002468202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000422692,0.00003638253,0.02000166,0.0003171366,0.00001056632,0.00638224,0.9635491,0.00006833979,0.0006311366,0.0009978886,0.002072267,0.005891104],"study_design_scores_gemma":[0.000008890105,0.00007462429,0.01192436,0.0003827311,0.00001284931,0.004138989,0.9673159,0.00005069007,0.0002018048,0.0002073547,0.01566489,0.00001685559],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706513,0.003690907,0.0006708654,0.01872136,0.0002566267,0.00006737355,0.0001240301,0.00001471376,0.005802745],"genre_scores_gemma":[0.9911777,0.003218249,0.0008636687,0.003850058,0.0001412103,0.00008635563,0.00004743664,0.000009929235,0.0006053131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007792096,"threshold_uncertainty_score":0.04120904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562306699997167,"score_gpt":0.348364096121938,"score_spread":0.3227410291219663,"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."}}