{"id":"W6980669273","doi":"","title":"Cognitive impairment and neuropsychiatry manifestation following mild and moderate traumatic brain injury at 3 month and 6 months","year":2020,"lang":"en","type":"dissertation","venue":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropsychiatry; Traumatic brain injury; Cognitive impairment; Multivariate analysis; Poison control; Risk factor; Montreal Cognitive Assessment; Young adult","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":[0.0005961148,0.0002111658,0.0004151139,0.0008809805,0.0005799303,0.0005450083,0.0004242937,0.0003817508,0.001446564],"category_scores_gemma":[0.00171161,0.0001608535,0.0006250666,0.0006012731,0.0003630659,0.0004485387,0.0006897263,0.0006442288,0.0002969296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006765955,"about_ca_system_score_gemma":0.0006731908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759194,"about_ca_topic_score_gemma":0.03458255,"domain_scores_codex":[0.999579,0.00006272958,0.00006331595,0.00006145801,0.00008621289,0.0001472862],"domain_scores_gemma":[0.9986231,0.00009812215,0.0007566902,0.00003948152,0.0001544127,0.0003281999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002369574,0.000102194,0.9977294,0.00001423797,0.00002299573,0.0001470668,0.0001234959,0.00003200423,0.00006191603,0.000006803782,0.0001160233,0.001407075],"study_design_scores_gemma":[0.000002262421,0.000165601,0.9994183,0.000005246508,0.000009622704,0.0001573855,0.0001392005,0.00002326185,0.00002453328,0.000006397999,0.00004438508,0.000003817819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988981,0.0002279679,0.00001776673,0.00002959378,0.000005777802,0.00001612913,0.0002840986,0.000002211598,0.0005182358],"genre_scores_gemma":[0.9989837,0.0001330088,0.00003908279,0.0000221821,0.00001097478,0.00001702984,0.0004458615,7.015647e-7,0.0003475186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01759194,"threshold_uncertainty_score":0.0349791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856729414968252,"score_gpt":0.2620163028656676,"score_spread":0.2434490087159851,"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."}}