{"id":"W2007261054","doi":"10.1007/s00455-013-9459-8","title":"The Relationship Between Residue and Aspiration on the Subsequent Swallow: An Application of the Normalized Residue Ratio Scale","year":2013,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Swallowing; Medicine; Bolus (digestion); Residue (chemistry); Dysphagia; Otorhinolaryngology; Penetration (warfare); Surgery; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003446528,0.0005693285,0.001127424,0.002462828,0.0003181606,0.001105075,0.0007721577,0.0006236992,0.001195633],"category_scores_gemma":[0.0185333,0.0002982933,0.0009114771,0.001777687,0.0005757888,0.001380946,0.001024183,0.0007294387,0.000327431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755983,"about_ca_system_score_gemma":0.0004627083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131721,"about_ca_topic_score_gemma":0.002160379,"domain_scores_codex":[0.9971067,0.001188374,0.0004406444,0.0001457919,0.00105621,0.00006224886],"domain_scores_gemma":[0.9928513,0.004941701,0.001073165,0.0001522351,0.0008208625,0.0001609019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00281465,0.0006790804,0.7781759,0.00053149,0.0008045409,0.001202621,0.001409083,0.003092629,0.007354734,0.001408292,0.001734179,0.2007928],"study_design_scores_gemma":[0.00009817028,0.0023042,0.9720162,0.00009047467,0.0002879491,0.004072429,0.00104966,0.01485124,0.001772835,0.0009489566,0.002410369,0.00009738894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96579,0.002677977,0.01319309,0.000333149,0.0001377275,0.0006683416,0.0008208646,0.0001522711,0.0162265],"genre_scores_gemma":[0.9761196,0.001159818,0.02107492,0.0000716916,0.00005534448,0.0002635447,0.0003154256,0.00002939898,0.0009101641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003446528,"threshold_uncertainty_score":0.01822722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835326037155506,"score_gpt":0.3692590547935535,"score_spread":0.3109057944219984,"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."}}