{"id":"W4319917388","doi":"10.1097/tld.0000000000000304","title":"Barriers and Facilitators to Communication Accessibility as Perceived by People With Aphasia","year":2023,"lang":"en","type":"article","venue":"Topics in Language Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Aphasia; Psychology; Theme (computing); Process (computing); Service (business); Public relations; Business; Marketing; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001810643,0.0001295775,0.000148806,0.0001122775,0.0001317211,0.00003686659,0.0003126674,0.00006441223,0.0001163236],"category_scores_gemma":[0.0007495862,0.0001090016,0.00002223582,0.0005040301,0.0001650169,0.0001145595,0.0001261025,0.0001769004,0.00003347719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191717,"about_ca_system_score_gemma":0.00002553679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006662717,"about_ca_topic_score_gemma":0.00212358,"domain_scores_codex":[0.9988822,0.0001759584,0.0001483275,0.000407904,0.0001243023,0.0002613368],"domain_scores_gemma":[0.9992716,0.000183749,0.00003281686,0.0003968963,0.00001012566,0.0001047541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00038628,0.0001922092,0.3496262,0.0001839976,0.00002326796,0.0006577175,0.3081737,0.000101085,0.2790874,0.0007852893,0.003058338,0.05772451],"study_design_scores_gemma":[0.009766113,0.002077189,0.555943,0.0003256313,0.00008278777,0.0003602955,0.3100097,0.0009349674,0.08450041,0.009927369,0.02221388,0.003858632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996026,0.0001087169,0.000006754228,0.001968952,0.00004708123,0.0003188179,0.00002946846,0.0001269474,0.001367311],"genre_scores_gemma":[0.9976109,0.0001042721,0.00005780102,0.001396794,0.000008890592,0.00003865473,0.00001847482,0.000012106,0.0007521473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063169,"threshold_uncertainty_score":0.4444955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009826086198122282,"score_gpt":0.3006750366024975,"score_spread":0.2908489504043752,"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."}}