{"id":"W4401631537","doi":"10.1044/2024_ajslp-22-00183","title":"Participant Characteristics for Dysphagia Research: A Proposed Checklist","year":2024,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Dysphagia; Psychology; Medicine; Applied psychology; Cognitive psychology; Surgery","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":["metaresearch"],"category_scores_codex":[0.3163776,0.003912636,0.004395945,0.02020841,0.006444016,0.007177235,0.007660875,0.008224087,0.01193164],"category_scores_gemma":[0.4602382,0.002770451,0.01002063,0.009908691,0.005728044,0.01277364,0.01173225,0.007907988,0.003612842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01265654,"about_ca_system_score_gemma":0.0812787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339714,"about_ca_topic_score_gemma":0.01058299,"domain_scores_codex":[0.6994436,0.1634881,0.1065253,0.004195269,0.02250981,0.003837825],"domain_scores_gemma":[0.434983,0.3033138,0.05181887,0.02219369,0.1786424,0.009048229],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002498805,0.00115628,0.02456016,0.153452,0.0008742926,0.001628524,0.05334907,0.002512481,0.005177358,0.03242083,0.2051668,0.5172034],"study_design_scores_gemma":[0.005146126,0.002699549,0.0421609,0.2004542,0.001894601,0.002872315,0.04803152,0.006536169,0.005152979,0.05344777,0.6302205,0.001383375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.02289822,0.01096013,0.1824614,0.06467971,0.005570561,0.6834369,0.01656977,0.002461309,0.01096198],"genre_scores_gemma":[0.0174926,0.003112254,0.4247625,0.004612484,0.000404288,0.5432066,0.004652581,0.0001177055,0.001639007],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6836224,"threshold_uncertainty_score":0.8430282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2579696226681297,"score_gpt":0.5692615869399383,"score_spread":0.3112919642718086,"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."}}