{"id":"W2129760117","doi":"10.21767/2171-6625.100007","title":"The Validation of the Interactive Metronome: A Pilot Study Prior to Implementation for Post Deployment Service Members","year":2015,"lang":"en","type":"article","venue":"Journal of Neurology and Neuroscience","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metronome; Software deployment; Psychological intervention; Test (biology); Service (business); Service member; Population; Active duty; Medicine; Physical therapy; Psychology; Physical medicine and rehabilitation; Computer science; Military personnel; Psychiatry; Environmental health; Business; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249496,0.00005525939,0.0001273275,0.00008775289,0.0001291556,0.00002117849,0.0002162206,0.000009593295,0.000002195867],"category_scores_gemma":[0.0009818339,0.00002905696,0.00002485317,0.0002549724,0.00008595533,0.0001234283,0.00008815488,0.0001691557,3.169343e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977583,"about_ca_system_score_gemma":0.0001612861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002190223,"about_ca_topic_score_gemma":0.000058335,"domain_scores_codex":[0.998895,0.0002328484,0.0002990801,0.0001154407,0.0003284545,0.0001292093],"domain_scores_gemma":[0.9986178,0.0004872405,0.000257514,0.0001348275,0.0004034313,0.00009921176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03277615,0.002625816,0.2924649,0.00008949966,0.0001372629,0.00003955746,0.01613283,0.000621419,0.6343887,0.0002041603,0.002585896,0.01793375],"study_design_scores_gemma":[0.002845161,0.04214384,0.9344542,0.00001075773,0.00008273285,0.0003220262,0.002584858,0.0002643031,0.01612837,0.00007924695,0.001043143,0.00004136421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719682,0.000007714119,0.0001253832,0.02667074,0.000408467,0.000804917,0.000002790155,0.000002006193,0.00000973589],"genre_scores_gemma":[0.9967681,0.000003033696,0.00006847524,0.003097943,0.00002817463,0.00001498857,9.211612e-8,0.000004824581,0.00001441069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6419893,"threshold_uncertainty_score":0.1184909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156534277116173,"score_gpt":0.4323837669565146,"score_spread":0.2758494898403416,"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."}}