{"id":"W4403329549","doi":"10.1044/2024_ajslp-24-00186","title":"A First-Person Account of Caring for a Parent With Dysphagia","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Psychology; Perception; Caregiver burden; Medicine; Clinical psychology; Developmental psychology; Dementia; Disease","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":[0.0008784368,0.0001864107,0.0005972828,0.0003364244,0.0001248496,0.00001362689,0.0002562021,0.00006183127,0.0002199662],"category_scores_gemma":[0.00008336292,0.0001322878,0.0001426552,0.0003299476,0.0001877742,0.0001420588,0.00006385653,0.0004731443,0.000016508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690162,"about_ca_system_score_gemma":0.0002890081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098764,"about_ca_topic_score_gemma":0.0001558561,"domain_scores_codex":[0.9982698,0.0001524755,0.0006194597,0.0002273629,0.0002772292,0.0004536962],"domain_scores_gemma":[0.998283,0.000457709,0.0007047253,0.0002270693,0.0002174091,0.0001100786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003142659,0.0005958533,0.09014627,0.004594435,0.003507261,0.01150481,0.1657047,0.0005279421,0.0137601,0.008645398,0.01952471,0.6783459],"study_design_scores_gemma":[0.01282276,0.02690401,0.09184749,0.00900048,0.004164866,0.0025222,0.7284106,0.003671271,0.00329554,0.0009831064,0.1143823,0.00199534],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963861,0.002013296,0.02767453,0.002283622,0.001133447,0.0007331433,0.0000355307,0.00005360352,0.002211764],"genre_scores_gemma":[0.9750793,0.0001394878,0.02308467,0.0004388278,0.0004145624,0.00005920176,0.000006244656,0.00004415776,0.0007335275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6763505,"threshold_uncertainty_score":0.5394541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885733969446305,"score_gpt":0.3842531442822811,"score_spread":0.3553958045878181,"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."}}