{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3287579,0.005065307,0.004600958,0.03218057,0.00704741,0.01226445,0.01089559,0.01046727,0.004843336],"category_scores_gemma":[0.4950153,0.002740823,0.008562823,0.01443602,0.008809472,0.01667703,0.01272023,0.009806692,0.002353444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01806292,"about_ca_system_score_gemma":0.08879919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195048,"about_ca_topic_score_gemma":0.008551176,"domain_scores_codex":[0.6426042,0.1750236,0.1407592,0.004916526,0.032288,0.004408548],"domain_scores_gemma":[0.3421987,0.2941936,0.06507507,0.02051162,0.2657536,0.01226745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001458849,0.000871636,0.02292704,0.1010796,0.0006795608,0.001686655,0.03690102,0.004384874,0.003684703,0.04050351,0.1977208,0.5881017],"study_design_scores_gemma":[0.0025604,0.003272817,0.03757774,0.2047836,0.001478832,0.004076028,0.04136407,0.009586677,0.003499735,0.06410455,0.6262798,0.00141574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02512428,0.0323602,0.3304066,0.1574966,0.01058085,0.4074167,0.01357718,0.003862562,0.01917505],"genre_scores_gemma":[0.03148823,0.008828731,0.7398311,0.008951606,0.001353867,0.2019707,0.005921101,0.0001690307,0.001485555],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3287579,"threshold_uncertainty_score":0.8277609,"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."}}