{"id":"W2971602186","doi":"10.1177/1460408619871801","title":"The use of cognitive screens within major trauma centres in England: A survey of current practice","year":2019,"lang":"en","type":"article","venue":"Trauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Cognition; Neuropsychology; Major trauma; Population; Psychiatry; Cognitive impairment","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":[0.0025245,0.0001313774,0.0003066392,0.001193549,0.0005423279,0.001129257,0.0005148847,0.0004795735,0.001769233],"category_scores_gemma":[0.01177006,0.000309698,0.0002268257,0.001346791,0.0009257072,0.00101251,0.001247241,0.0005252728,0.0002118096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335976,"about_ca_system_score_gemma":0.002287948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06070879,"about_ca_topic_score_gemma":0.08074722,"domain_scores_codex":[0.9964238,0.001259599,0.0007888842,0.0003778365,0.0007805073,0.0003694354],"domain_scores_gemma":[0.9812658,0.004203909,0.009025708,0.0004676624,0.002949282,0.002087489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077258,0.00006835984,0.9527136,0.0006761773,0.00003939872,0.0005073398,0.01150721,0.00007280512,0.0004351696,0.0001103707,0.002116832,0.03164488],"study_design_scores_gemma":[0.000005668811,0.0001502325,0.98833,0.0003719992,0.000007768086,0.0005221149,0.009136757,0.00006587275,0.0000512354,0.00002970234,0.001314901,0.00001370118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913239,0.004501007,0.0001391213,0.002150955,0.00002303827,0.00004991377,0.0003873055,0.00001218342,0.001412447],"genre_scores_gemma":[0.9954959,0.003353526,0.0002723849,0.0004396578,0.00001419326,0.00003344315,0.0001303542,0.000003210353,0.0002573299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06070879,"threshold_uncertainty_score":0.1207108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2027335282832371,"score_gpt":0.4018282877471469,"score_spread":0.1990947594639098,"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."}}