{"id":"W3147972934","doi":"10.1044/2021_ajslp-20-00250","title":"Contributors to Poststroke Dysphagia-Related Caregiver Burden","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dysphagia; Caregiver burden; Medicine; Physical medicine and rehabilitation; Psychology; Gerontology; Physical therapy; Dementia; Surgery; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009494618,0.0003295725,0.0004546376,0.0006641238,0.0009537566,0.0006592709,0.0002209004,0.000232382,0.0031209],"category_scores_gemma":[0.009219269,0.0002033374,0.0004222596,0.0006876247,0.0003041403,0.0004535282,0.001580288,0.0003914495,0.0002017236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405207,"about_ca_system_score_gemma":0.0006648255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854303,"about_ca_topic_score_gemma":0.004648948,"domain_scores_codex":[0.9989527,0.0004234959,0.000158136,0.0000818172,0.0002316635,0.0001521141],"domain_scores_gemma":[0.9961228,0.0008865796,0.00183515,0.000185167,0.0004559949,0.0005143628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009026093,0.00004167031,0.983157,0.00004938105,0.00008153136,0.000258584,0.0006365796,0.00009135146,0.0001289417,0.00008048817,0.0001633054,0.01522098],"study_design_scores_gemma":[0.000004645708,0.00007471961,0.9958593,0.00006075889,0.00006265047,0.0009708735,0.001713229,0.0004989052,0.00006111723,0.0002719,0.0004109645,0.00001087434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963151,0.001717496,0.0003670241,0.0002437123,0.0000173674,0.0000217188,0.0001358265,0.000006109475,0.001175707],"genre_scores_gemma":[0.9990651,0.0005104951,0.000175349,0.00001851115,0.00001497841,0.000009005331,0.00008294878,0.000001219011,0.0001222722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031209,"threshold_uncertainty_score":0.01044047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004247293367046,"score_gpt":0.3639371442891453,"score_spread":0.3538946713554749,"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."}}