{"id":"W2885959302","doi":"10.52567/trj.v1i02.39","title":"NEED FOR IMMEDIATE SWALLOWING SCREENING IN POST STROKE PATIENTS","year":2017,"lang":"en","type":"article","venue":"The Rehabilitation Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Stroke (engine); Aspiration pneumonia; Pneumonia; Population; Intensive care medicine; Physical therapy; Health care; Emergency medicine; Pediatrics; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002853775,0.00008805889,0.0001440775,0.0001217928,0.002182672,0.00007530775,0.0003356002,0.00005004866,0.00008889063],"category_scores_gemma":[0.002110854,0.00006044398,0.00009688494,0.00003427072,0.00004671125,0.000473747,0.0001025208,0.0004108833,0.00002648097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015802,"about_ca_system_score_gemma":0.00008859444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005162769,"about_ca_topic_score_gemma":0.00007578458,"domain_scores_codex":[0.9985073,0.0003221859,0.0004769261,0.0001114348,0.0002454012,0.0003367351],"domain_scores_gemma":[0.9976936,0.001217448,0.000469689,0.0002729933,0.0002759006,0.00007035288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002488635,0.00008347268,0.9523592,0.0000743069,0.00006387749,9.183964e-7,0.008201662,0.00007369375,0.0002721258,0.002294225,0.003027842,0.03329984],"study_design_scores_gemma":[0.00306202,0.0001954869,0.9803426,0.0001442018,0.00002490658,1.183313e-7,0.008737211,0.0004120859,0.000002276402,0.001919734,0.005086461,0.00007289921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748141,0.00002550672,0.003769009,0.01704193,0.00139848,0.001178582,0.00001016403,0.00001484136,0.001747367],"genre_scores_gemma":[0.9921215,0.00001088631,0.005328258,0.0003634647,0.0002629625,0.0001116553,0.000008007964,0.00001575036,0.00177752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03322694,"threshold_uncertainty_score":0.9991164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785786959663084,"score_gpt":0.4120460026862414,"score_spread":0.3741881330896105,"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."}}