{"id":"W1996776896","doi":"10.1097/htr.0b013e3181d6f9bd","title":"Clinical and Methodological Challenges With Assessing Mild Traumatic Brain Injury in the Military","year":2010,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Traumatic brain injury; Psychology; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4120749,0.001135864,0.001825221,0.00415314,0.003472447,0.005000982,0.0054749,0.002307029,0.001219137],"category_scores_gemma":[0.5291678,0.001065241,0.00142904,0.003654563,0.008516347,0.001987599,0.004511653,0.002917176,0.0004804831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720066,"about_ca_system_score_gemma":0.008077278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007685611,"about_ca_topic_score_gemma":0.01987232,"domain_scores_codex":[0.4223452,0.4467347,0.06500985,0.007734098,0.05692137,0.001254761],"domain_scores_gemma":[0.4609541,0.4209868,0.03808091,0.02137483,0.0563372,0.002266174],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001428166,0.001359186,0.3795996,0.02015699,0.002390302,0.002006101,0.02782246,0.003361706,0.005711348,0.0241325,0.02648131,0.5055503],"study_design_scores_gemma":[0.001298502,0.006088716,0.6374184,0.02770199,0.004158412,0.02121791,0.04093495,0.01624343,0.01070656,0.1053831,0.1277528,0.00109527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2830978,0.1043299,0.411364,0.1127947,0.01505788,0.03071236,0.001936178,0.0007537747,0.03995346],"genre_scores_gemma":[0.5517285,0.01863821,0.3756476,0.02016782,0.005923016,0.0251526,0.0005922833,0.0002205695,0.001929465],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4120749,"threshold_uncertainty_score":0.7250164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32069683926265,"score_gpt":0.5154988994986035,"score_spread":0.1948020602359535,"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."}}