{"id":"W2899397486","doi":"10.1007/s00455-018-9957-9","title":"Fluid Testing Methods Recommended by IDDSI","year":2018,"lang":"en","type":"letter","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Otorhinolaryngology; Medical physics; Hepatology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002860638,0.0008352082,0.001047331,0.0003018319,0.001187537,0.00007551595,0.001097092,0.001908024,0.01074856],"category_scores_gemma":[0.0007545268,0.0007761604,0.0001911738,0.0005764785,0.0001109317,0.000232401,0.0008543557,0.004989304,0.00585199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391988,"about_ca_system_score_gemma":0.0003857079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002532621,"about_ca_topic_score_gemma":0.00001122792,"domain_scores_codex":[0.9922457,0.002588921,0.001389661,0.0011816,0.0006825373,0.001911617],"domain_scores_gemma":[0.994339,0.002636978,0.001008154,0.001376493,0.0004326407,0.0002066884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001170582,0.00003326128,0.000324187,0.0007109122,0.0003385775,0.00008668284,0.0002287101,6.945444e-8,0.0002484786,0.00008103567,0.9878517,0.01008469],"study_design_scores_gemma":[0.0008306422,0.0001440331,0.0001027318,0.0002887987,0.0003578088,0.000002693391,0.0001540091,0.0001501612,0.00008851134,0.001070867,0.996038,0.0007717637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004556588,0.0007325332,0.01096019,0.6048622,0.01405531,0.002916378,0.0002271833,0.001092182,0.3651085],"genre_scores_gemma":[0.00001835938,0.00004164245,0.07629598,0.6774817,0.007394271,0.0006956069,0.001568164,0.0002331292,0.2362711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1288374,"threshold_uncertainty_score":0.9994689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268547568114138,"score_gpt":0.4868034575617526,"score_spread":0.3599487007503389,"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."}}