{"id":"W4401628739","doi":"10.1044/2023_ajslp-22-00167","title":"Videofluoroscopic Swallowing Studies: A Proposed Checklist","year":2024,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Transparency (behavior); Checklist; Oropharyngeal dysphagia; Rigour; Critical appraisal; Audit; Medical education; Medicine; Medical physics; Swallowing; Psychology; Computer science; Alternative medicine; Surgery; Pathology; Accounting","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":[0.001772423,0.0002330264,0.0007407804,0.0004188208,0.0002173844,0.00002596944,0.0003398872,0.00007544154,0.000447086],"category_scores_gemma":[0.0003376874,0.000173833,0.0001868983,0.0005315019,0.0003204533,0.0002303285,0.0001961802,0.000940959,0.0002671002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174647,"about_ca_system_score_gemma":0.000368837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005695651,"about_ca_topic_score_gemma":0.00003409342,"domain_scores_codex":[0.9972314,0.0005773605,0.0009555943,0.0002931136,0.0003542526,0.0005882874],"domain_scores_gemma":[0.9982948,0.000505035,0.0005565391,0.0002854914,0.0002077464,0.0001504151],"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":[0.000319167,0.0002591618,0.0160265,0.001616032,0.002414775,0.04055797,0.1230298,0.00001211445,0.08033711,0.004869675,0.03751416,0.6930435],"study_design_scores_gemma":[0.005205606,0.00768864,0.01548166,0.005590722,0.00188196,0.001742353,0.747,0.0002556554,0.004847261,0.002868508,0.2059263,0.001511369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722502,0.008940348,0.002732954,0.004636644,0.004006806,0.0005062284,0.000006699046,0.0001463028,0.006773875],"genre_scores_gemma":[0.9760855,0.000858231,0.01325112,0.002122872,0.001228629,0.00002395976,0.000004312912,0.00005713942,0.006368169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6915321,"threshold_uncertainty_score":0.7088704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006482795178088,"score_gpt":0.4469951168756503,"score_spread":0.4169302889238694,"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."}}