{"id":"W2895130565","doi":"10.1093/pch/18.suppl_a.15ab","title":"Concussion Management by Canadian Paediatricians: A National Survey","year":2013,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Concussion; Medicine; Environmental health; Family medicine; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822495,0.0005047955,0.0007266367,0.004219453,0.003031097,0.001337596,0.002592648,0.001557581,0.002968797],"category_scores_gemma":[0.007789037,0.0009961587,0.001181892,0.01295993,0.0006474751,0.001069018,0.00181423,0.001299731,0.0006616444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03229124,"about_ca_system_score_gemma":0.0514291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941748,"about_ca_topic_score_gemma":0.9960027,"domain_scores_codex":[0.9955639,0.0002150633,0.0004337778,0.0003414405,0.002600392,0.0008454168],"domain_scores_gemma":[0.9909821,0.0003003577,0.001524792,0.0001568381,0.005644264,0.001391741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003780198,0.00004718525,0.9838071,0.0001219996,0.00008223009,0.0000658378,0.000751617,0.00008403439,0.00006436875,0.0000836174,0.009884895,0.004969411],"study_design_scores_gemma":[0.000007829066,0.00001335931,0.9972442,0.00005976812,0.0000225331,0.00005094571,0.0009852865,0.00008267593,0.00002131905,0.000009356772,0.001491151,0.00001158017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858273,0.004850143,0.0003486447,0.006610649,0.0001609705,0.0004112368,0.086002,0.0001000101,0.01568911],"genre_scores_gemma":[0.9671621,0.005925936,0.001008999,0.002096389,0.00006088138,0.0002459463,0.02121427,0.00003456157,0.002250955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03229124,"threshold_uncertainty_score":0.2342904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427824868928797,"score_gpt":0.3298178287058386,"score_spread":0.287035341812959,"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."}}