{"id":"W7052848996","doi":"","title":"Traumatic brain injury and aggressive behaviour in low-income communities in Canada","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Poison control; Traumatic brain injury; Injury prevention; Occupational safety and health; Human factors and ergonomics; Suicide prevention","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":[0.000438585,0.0004988831,0.0006992132,0.002439844,0.01253053,0.0026099,0.002156151,0.001127047,0.005459787],"category_scores_gemma":[0.001898229,0.0007792773,0.0009248952,0.005734342,0.001512581,0.0008867304,0.002147192,0.002395829,0.0005665681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03761511,"about_ca_system_score_gemma":0.0516177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996671,"about_ca_topic_score_gemma":0.9985318,"domain_scores_codex":[0.9987657,0.0001045227,0.00006254927,0.000108928,0.0002549027,0.0007034133],"domain_scores_gemma":[0.9971157,0.00009720668,0.0003902309,0.00003545411,0.001053791,0.001307591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006168533,0.0002188602,0.9859592,0.00003851395,0.00004549423,0.0003044719,0.006942817,0.00006198046,0.0001176522,0.0002590761,0.00154965,0.00444052],"study_design_scores_gemma":[0.00001063804,0.00005381836,0.9525412,0.0000908804,0.0000261931,0.0001306103,0.04583684,0.0002155964,0.00003170875,0.00008737657,0.0009504049,0.00002463921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957224,0.0003734079,0.00004467991,0.0007593325,0.00002645945,0.00004317264,0.0007073152,0.000005580695,0.00231755],"genre_scores_gemma":[0.996181,0.0007185551,0.00009673702,0.0002448165,0.00001348061,0.00003025443,0.0004902565,0.000007236323,0.002217644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03761511,"threshold_uncertainty_score":0.272918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115551628850494,"score_gpt":0.2740098197696587,"score_spread":0.2328543034811538,"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."}}