{"id":"W7028221496","doi":"","title":"The dynamic response characteristics of traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Research Repository UCD (University College Dublin)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Poison control; Injury prevention; Anthropometry; Occupational safety and health; Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005847812,0.0001586975,0.0002450422,0.001614601,0.0003705777,0.0009468019,0.0004085526,0.0003906016,0.008490596],"category_scores_gemma":[0.01242934,0.0001214721,0.0002384037,0.001664075,0.0003504428,0.0005724626,0.000660903,0.000444457,0.0008740046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006076834,"about_ca_system_score_gemma":0.0004811387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549917,"about_ca_topic_score_gemma":0.004569941,"domain_scores_codex":[0.9996024,0.0000925205,0.00004732435,0.00005272086,0.0001120644,0.00009303714],"domain_scores_gemma":[0.995957,0.001726455,0.001060438,0.0001666432,0.0006926076,0.0003968089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001910519,0.0003192966,0.9111199,0.0001739892,0.0001373653,0.001559209,0.005179842,0.002167686,0.006509486,0.002194701,0.002904676,0.06582339],"study_design_scores_gemma":[0.000006615424,0.0001856776,0.9915302,0.00003219183,0.00001904965,0.001307199,0.003736664,0.0007841034,0.000363594,0.0008998496,0.001116655,0.00001824452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925454,0.0002535344,0.0004792694,0.0001806578,0.00001391081,0.00004039467,0.0006760394,0.000009911069,0.005800804],"genre_scores_gemma":[0.9987932,0.0001139359,0.0001011555,0.00002935811,0.000008894719,0.00002225049,0.0002899429,0.000006508235,0.0006346675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008490596,"threshold_uncertainty_score":0.02840388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268839685838935,"score_gpt":0.3276004384937145,"score_spread":0.200716469909821,"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."}}