{"id":"W2034706957","doi":"10.1080/02699050600744087","title":"Identification of aphasia post stroke: A review of screening assessment tools","year":2006,"lang":"en","type":"review","venue":"Brain Injury","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St Joseph's Health Centre; Parkwood Institute","funders":"","keywords":"Aphasia; Stroke (engine); Identification (biology); Medicine; Physical medicine and rehabilitation; Psychology; Psychiatry; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001010274,0.0003222685,0.001550374,0.0002604729,0.00005463492,0.00002382541,0.0006816264,0.0002125994,0.00007746694],"category_scores_gemma":[0.001922265,0.000262439,0.0006514958,0.0004268555,0.0002026283,0.0001221305,0.0001478399,0.0003696384,0.00001517472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822166,"about_ca_system_score_gemma":0.0002687817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001175063,"about_ca_topic_score_gemma":8.375304e-7,"domain_scores_codex":[0.996411,0.0007858134,0.00161966,0.0005916676,0.0003550861,0.0002368248],"domain_scores_gemma":[0.9962053,0.001042644,0.001870697,0.0007276111,0.000112435,0.00004128829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003487034,0.0000842993,4.657711e-7,0.06686233,0.00001929737,0.00007227903,0.00001029551,3.727944e-8,0.03699714,0.0001398659,0.003114147,0.8926964],"study_design_scores_gemma":[0.0001028756,0.0001565958,0.000005429432,0.05889156,0.0003894606,0.0002924137,0.000006171191,5.925812e-7,0.007540891,0.00001515126,0.9322757,0.0003232166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001370087,0.9958727,0.00007570851,0.0001166379,0.0002441773,0.00113208,0.001632271,0.0000389608,0.0007504103],"genre_scores_gemma":[0.00008184585,0.9973601,0.0002135883,0.0009576674,0.0001106207,0.00005692562,0.0002166819,0.00003722906,0.0009653577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9291615,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07341667583093338,"score_gpt":0.4094401028342585,"score_spread":0.3360234270033251,"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."}}