{"id":"W2558699675","doi":"10.4103/2468-5577.193144","title":"Cognitive function and biomarkers after traumatic brain injury: protocol for a prospective inception cohort study","year":2016,"lang":"en","type":"article","venue":"Asia Pacific Journal of Clinical Trials Nervous System Diseases","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Prospective cohort study; Cognition; Medicine; Protocol (science); Cohort; Brain function; Physical medicine and rehabilitation; Psychology; Neuroscience; Psychiatry; Internal medicine; Pathology; Alternative medicine","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":[0.01812158,0.005136301,0.005187564,0.002140106,0.003906569,0.001741837,0.002529643,0.003617204,0.03298091],"category_scores_gemma":[0.01319805,0.002342124,0.002848333,0.003053802,0.001597433,0.002033946,0.00162387,0.003665456,0.007803659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946874,"about_ca_system_score_gemma":0.01522382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005162064,"about_ca_topic_score_gemma":0.007790305,"domain_scores_codex":[0.9919943,0.003759485,0.001403859,0.001059111,0.0009375152,0.0008458043],"domain_scores_gemma":[0.9911597,0.001021268,0.00152062,0.001454301,0.003675533,0.001168422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5804086,0.06843454,0.05278949,0.02854653,0.003630968,0.002153603,0.003146848,0.007763495,0.007126511,0.007954193,0.1344008,0.1036445],"study_design_scores_gemma":[0.502237,0.09269816,0.1408745,0.009156656,0.002486214,0.000823323,0.002252204,0.00756809,0.003949735,0.008541737,0.2285828,0.0008296703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004993247,0.0002199454,0.001957453,0.0001802843,0.0001877656,0.9869297,0.004503902,0.00006230479,0.0009654758],"genre_scores_gemma":[0.002916406,0.0001094791,0.001755162,0.0001394206,0.00003086577,0.9938322,0.000875817,0.000004352598,0.0003362636],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03298091,"threshold_uncertainty_score":0.1103322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192092112636554,"score_gpt":0.5072201370124219,"score_spread":0.2880109257487665,"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."}}