{"id":"W4394554305","doi":"10.6084/m9.figshare.20382349","title":"Clinical assessment of head injuries in motorcyclists involved in traffic accidents: A prospective, observational study","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Medical emergency; Head injury; Head (geology); Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008886365,0.000279113,0.0005855659,0.001745353,0.0004099616,0.000621484,0.0003863688,0.0006517603,0.001502892],"category_scores_gemma":[0.004535696,0.0003765212,0.0004035241,0.001867283,0.0002711357,0.0005634602,0.0003929864,0.0003280556,0.0003764482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627073,"about_ca_system_score_gemma":0.0007281118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004596708,"about_ca_topic_score_gemma":0.005007881,"domain_scores_codex":[0.9985268,0.0003775166,0.0003761016,0.0002295511,0.0003584269,0.0001314919],"domain_scores_gemma":[0.9954531,0.0008318879,0.002495287,0.0001116075,0.0007738907,0.0003340679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008837086,0.00004197229,0.9984449,0.00008334254,0.00004056929,0.000155496,0.00002846851,0.000007396048,0.00005554331,0.000002456702,0.00008448119,0.0009670583],"study_design_scores_gemma":[0.00001284933,0.0002116521,0.9982686,0.00004228692,0.0000359182,0.001014851,0.0002208832,0.00003229336,0.00002291332,0.000003599022,0.0001301862,0.000003973051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9960952,0.002824629,0.00007669703,0.00004831514,0.00001353726,0.00006778993,0.0005066646,0.000003407169,0.0003636701],"genre_scores_gemma":[0.9976331,0.001454788,0.0001064134,0.00004192841,0.00003663324,0.00005181271,0.000582683,0.000001246072,0.00009140722],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.004596708,"threshold_uncertainty_score":0.009139895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1996457127960059,"score_gpt":0.4910055840235437,"score_spread":0.2913598712275377,"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."}}