{"id":"W2142127073","doi":"10.1016/j.jcomdis.2004.03.007","title":"Outcome assessment in aphasia: a survey","year":2004,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aphasia; Psychology; Outcome (game theory); Intervention (counseling); Quality of life (healthcare); Speech-Language Pathology; Clinical psychology; Medicine; Cognitive psychology; Psychotherapist; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.01233111,0.0004818063,0.001406633,0.004065494,0.0005924163,0.001302438,0.0008736968,0.0009340597,0.001172255],"category_scores_gemma":[0.04365568,0.0001609563,0.001267753,0.00333898,0.0008921683,0.002202336,0.001133178,0.0006896132,0.0006964457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557805,"about_ca_system_score_gemma":0.002012517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889494,"about_ca_topic_score_gemma":0.002664671,"domain_scores_codex":[0.9904267,0.002565209,0.003398324,0.0007127722,0.002435277,0.0004617636],"domain_scores_gemma":[0.965618,0.01256668,0.0080665,0.001082802,0.01071451,0.001951547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006838393,0.0003427934,0.870509,0.000610525,0.0001654717,0.0002015855,0.0008113157,0.0001754953,0.0005224866,0.0002626258,0.001603649,0.1241113],"study_design_scores_gemma":[0.00006597766,0.001083786,0.9834892,0.001179509,0.000192985,0.002077589,0.002082251,0.0006700039,0.0009266489,0.0006093971,0.007578005,0.00004469396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396033,0.04275977,0.002969294,0.00243333,0.0001613146,0.0003393134,0.002125139,0.00005042232,0.009558179],"genre_scores_gemma":[0.9751078,0.01861678,0.001793713,0.000662824,0.0001173186,0.0003284489,0.002606178,0.00004238332,0.0007244938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233111,"threshold_uncertainty_score":0.06521392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05905159517687505,"score_gpt":0.3822187979865045,"score_spread":0.3231672028096295,"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."}}