{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011789,0.0002466955,0.0008318957,0.0003339918,0.0002147257,0.0000168281,0.0003958381,0.0001287537,0.002281703],"category_scores_gemma":[0.0004916732,0.0002169741,0.0001949398,0.0006622144,0.0001710792,0.000133766,0.0002937863,0.0009229285,0.0004917507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802458,"about_ca_system_score_gemma":0.0004835367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195147,"about_ca_topic_score_gemma":0.00006981524,"domain_scores_codex":[0.9965585,0.0009295412,0.0010154,0.0003242063,0.0004119155,0.0007604061],"domain_scores_gemma":[0.9971402,0.0003670826,0.0009925092,0.0004224335,0.0006972319,0.0003805138],"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":[0.0008106277,0.0004117996,0.06726146,0.0001509535,0.002289667,0.08260298,0.1137197,0.0001707146,0.1133876,0.00434244,0.04694817,0.5679039],"study_design_scores_gemma":[0.01264985,0.005723982,0.1001601,0.000779438,0.001579096,0.004079943,0.6286601,0.00005664986,0.007300991,0.0006718853,0.23667,0.001668018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974561,0.0008946637,0.001709198,0.009096809,0.002040349,0.0003754823,0.00003441537,0.00005520762,0.01123283],"genre_scores_gemma":[0.9790121,0.0001311556,0.006235084,0.004089973,0.0006562408,0.00001502524,0.0000236518,0.00004661541,0.009790103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5662359,"threshold_uncertainty_score":0.9986303,"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."}}