{"id":"W2963887636","doi":"10.1080/02687038.2019.1643001","title":"Using treatment to improve the production of emotive adjectives in aphasia: a single-case study","year":2019,"lang":"en","type":"article","venue":"Aphasiology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Emotive; Aphasia; Psychology; Language production; Repetition (rhetorical device); Feeling; Noun; Verb; Psychotherapist; Cognitive psychology; Linguistics; Cognition; Social psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008070277,0.0006933675,0.0008801381,0.0009027232,0.00242722,0.0008010437,0.0008313167,0.002298236,0.00120554],"category_scores_gemma":[0.004179925,0.0004005712,0.0007027267,0.000700832,0.00120773,0.0005432514,0.0008055876,0.001228961,0.0003685942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752863,"about_ca_system_score_gemma":0.001025081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430126,"about_ca_topic_score_gemma":0.01355191,"domain_scores_codex":[0.9990218,0.0003077617,0.0001160235,0.000140772,0.0001934679,0.0002201719],"domain_scores_gemma":[0.9987819,0.0004809706,0.0002335169,0.0001137896,0.0001499485,0.0002399403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001101737,0.01292355,0.1416887,0.001455881,0.0002285873,0.6797308,0.06250107,0.0007028707,0.01370316,0.001159492,0.001921973,0.08288221],"study_design_scores_gemma":[0.0002607678,0.009552303,0.1484686,0.0003869445,0.0002569964,0.7902254,0.03045085,0.001398183,0.009295607,0.0004628882,0.009084403,0.000156947],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997187,0.0005997334,0.0003532557,0.0001123105,0.00001376156,0.0002763098,0.00002782583,0.000008383739,0.001421356],"genre_scores_gemma":[0.996702,0.0009093306,0.0008590407,0.000147194,0.00002196926,0.0001755567,0.00004100494,0.000007762991,0.001136143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005430126,"threshold_uncertainty_score":0.01271802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136630958798708,"score_gpt":0.3445430820921255,"score_spread":0.2308799862122547,"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."}}