{"id":"W6958618610","doi":"10.6084/m9.figshare.26412930","title":"Cluster-based analysis of PTSD-Checklist for DSM-5 (PCL-5) in civilians with post-concussive cognitive changes","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Anxiety; Logistic regression; Montreal Cognitive Assessment; Mental health; Arousal; Checklist; Anosognosia","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":[0.0007102939,0.0001831723,0.0002410537,0.001711052,0.0004697622,0.0003603571,0.0003167291,0.0002469045,0.001307899],"category_scores_gemma":[0.002498381,0.0001062782,0.0004610966,0.001089111,0.0002234245,0.0001509964,0.0006564007,0.0002767908,0.0001825728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147298,"about_ca_system_score_gemma":0.0005629451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515715,"about_ca_topic_score_gemma":0.01628303,"domain_scores_codex":[0.9994292,0.0001766886,0.00005559404,0.0001203599,0.0001176017,0.0001005472],"domain_scores_gemma":[0.9991618,0.0001497697,0.0002649726,0.0001059242,0.0002060985,0.0001114008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000243465,0.00003626664,0.9945069,0.00001470447,0.000108332,0.0000797487,0.0003518687,0.0001923863,0.0007183892,0.00005903225,0.0002324704,0.003456448],"study_design_scores_gemma":[0.000004754941,0.00007876771,0.9986492,0.000002763242,0.00001786631,0.0001321351,0.0004662719,0.0004092021,0.0001005335,0.00003734316,0.00009760578,0.000003585865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991806,0.00003223535,0.0003003775,0.0000155089,0.000002886177,0.00002973264,0.0002267572,0.000007212873,0.0002046341],"genre_scores_gemma":[0.9990888,0.000011998,0.0003685165,0.000006407446,0.000002353138,0.00002669568,0.0003992935,0.000002765866,0.00009312343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515715,"threshold_uncertainty_score":0.0301379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07563107280021951,"score_gpt":0.3653248398452524,"score_spread":0.2896937670450329,"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."}}