{"id":"W4386176596","doi":"10.22259/2638-5201.0401002","title":"Validation of the Subjective Neuropsychological Symptoms Scale (SNPSS) in Injured Motorists","year":2021,"lang":"en","type":"article","venue":"Archives of Psychiatry and Behavioral Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University; Western University","funders":"","keywords":"Neuropsychology; Psychology; Scale (ratio); Clinical psychology; Psychiatry; Cognition; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002400022,0.00007435882,0.0001811891,0.00009007481,0.00007851434,0.00001176493,0.0001785257,0.00003705054,0.0000372321],"category_scores_gemma":[0.0000510381,0.00004653238,0.00007197754,0.000554883,0.001073518,0.00006890866,0.00008715917,0.0001676317,5.169626e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004193673,"about_ca_system_score_gemma":0.0001620641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007329686,"about_ca_topic_score_gemma":0.00007896651,"domain_scores_codex":[0.998821,0.0001801076,0.0002594493,0.0002541582,0.0003240437,0.0001612622],"domain_scores_gemma":[0.9995379,0.00009801791,0.00008717667,0.0001900219,0.00003028795,0.00005659277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145937,0.0005401958,0.9461843,0.00003530703,0.00000353424,0.000001674679,0.0005579261,0.000001148646,0.04101914,0.0005626953,0.00000911324,0.01097036],"study_design_scores_gemma":[0.0004829226,0.0006870487,0.9792337,0.0001359534,0.00001930483,0.00002670529,0.0006805508,0.00001883082,0.01512979,0.003532771,0.000005690512,0.00004668078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959834,0.0001247969,0.000008841193,0.001594549,0.0002372156,0.0002053728,0.00001026634,0.000006359367,0.001829158],"genre_scores_gemma":[0.9972197,0.00001830706,0.00262503,0.00003609619,0.00002675585,0.000006563819,0.000001846927,0.000003118474,0.00006260408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03304944,"threshold_uncertainty_score":0.3955421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092586429604237,"score_gpt":0.3749972088437383,"score_spread":0.3240713445476959,"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."}}