{"id":"W2025030727","doi":"10.1007/s00455-011-9366-9","title":"Outcomes of a Pilot Water Protocol Project in a Rehabilitation Setting","year":2011,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University of British Columbia; Holland Bloorview Kids Rehabilitation Hospital; GF Strong Rehabilitation Centre","funders":"","keywords":"Medicine; Protocol (science); Dysphagia; Swallowing; Confidence interval; Rehabilitation; Clinical trial; Adverse effect; Physical therapy; Fluid intake; Internal medicine; Surgery; Alternative medicine","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":[0.001315156,0.0001489042,0.0002846468,0.0002431007,0.0001106967,0.00000353603,0.0001686973,0.00007240799,0.000942405],"category_scores_gemma":[0.000141806,0.0001004313,0.00004594804,0.0001860918,0.0000418398,0.0002119448,0.0001616082,0.0002565109,0.0001897509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009632133,"about_ca_system_score_gemma":0.0001022974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009059568,"about_ca_topic_score_gemma":0.0002757952,"domain_scores_codex":[0.9979289,0.0003933212,0.0007469607,0.0002511382,0.0002198073,0.0004599275],"domain_scores_gemma":[0.9991661,0.0001985762,0.0001967716,0.0003056585,0.00009519508,0.00003773399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002823447,0.0005070911,0.9645986,0.0009639213,0.00006073836,0.000006996381,0.02315914,8.290512e-7,0.0006090893,0.005077104,0.003592706,0.001141454],"study_design_scores_gemma":[0.003760617,0.0007838939,0.9749675,0.0001915093,0.00002901756,1.843713e-7,0.004506678,0.00008628652,0.0005834501,0.00246555,0.01242127,0.000204082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6015569,0.000003565266,0.0003946051,0.0009589148,0.0006036328,0.2469898,0.000009630272,0.0002385977,0.1492444],"genre_scores_gemma":[0.8012198,3.608824e-7,0.009394868,0.0003296359,0.00002608565,0.185308,0.00001121896,0.00003020095,0.003679882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996629,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0860234181273987,"score_gpt":0.4381646209812711,"score_spread":0.3521412028538724,"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."}}