{"id":"W4361303177","doi":"","title":"Rehabilitation characteristics and outcomes of adults with traumatic brain injury: A retrospective study in UMMC, a tertiary centre in Klang Valley.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Traumatic brain injury; Physical therapy; Psychological intervention; Retrospective cohort study; Population; Surgery; Psychiatry","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":[0.0003681475,0.0003029272,0.0003745565,0.001315872,0.001012489,0.0007078359,0.0004301731,0.0004289675,0.001491584],"category_scores_gemma":[0.001090174,0.0004017119,0.0003282515,0.001726619,0.0004060661,0.0005579774,0.0007087941,0.0004465682,0.0002668404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375055,"about_ca_system_score_gemma":0.001311395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543956,"about_ca_topic_score_gemma":0.02439597,"domain_scores_codex":[0.9995767,0.00005762029,0.00009179911,0.00008102,0.00007533997,0.0001175455],"domain_scores_gemma":[0.9991885,0.00008017081,0.0003845206,0.00003162043,0.00008984435,0.0002253931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334265,0.00005411669,0.9985178,0.00002338291,0.00001098659,0.0002923493,0.0004531954,0.00001037802,0.00006401315,0.000006095796,0.00005331718,0.0004911156],"study_design_scores_gemma":[0.000004326421,0.0001666611,0.995939,0.00003010449,0.00001508719,0.0009512763,0.002626988,0.00004958329,0.00004062829,0.000006519742,0.0001644258,0.000005338077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995128,0.0001212838,0.00001412583,0.00002490462,0.0000016581,0.00001539372,0.0001955061,0.00000133025,0.0001131334],"genre_scores_gemma":[0.9994339,0.0001306149,0.00003806527,0.0000446945,0.000004466482,0.00002692259,0.0002343623,8.419086e-7,0.00008609086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543956,"threshold_uncertainty_score":0.03069943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143488617145546,"score_gpt":0.307114774256714,"score_spread":0.2756798880852586,"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."}}