{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004450311,0.0002292471,0.0005500372,0.0008191976,0.001447972,0.001091204,0.0005292062,0.001242877,0.01035977],"category_scores_gemma":[0.003753069,0.0001962294,0.0005853722,0.0006708615,0.0002690007,0.001278206,0.0008230272,0.00204668,0.001157742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571858,"about_ca_system_score_gemma":0.001854912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004153857,"about_ca_topic_score_gemma":0.006767722,"domain_scores_codex":[0.9994821,0.00008696196,0.00009581666,0.00004764195,0.0001081446,0.0001793223],"domain_scores_gemma":[0.9986123,0.0001925088,0.0003173086,0.00002210778,0.0002370126,0.000618805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003953116,0.001106155,0.7943166,0.001057299,0.00007731064,0.02267855,0.00239727,0.0001092759,0.001101586,0.0005646237,0.03954104,0.1366549],"study_design_scores_gemma":[0.00006154272,0.001017853,0.9413493,0.002488731,0.0001484441,0.02088607,0.01111317,0.0003990421,0.0004085697,0.001708192,0.02031334,0.0001059294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982291,0.01946367,0.0005228942,0.04717712,0.0009522971,0.0006062429,0.001096606,0.0001158921,0.03183607],"genre_scores_gemma":[0.9748666,0.01112294,0.00142104,0.008340304,0.0007081669,0.0002515853,0.0007197711,0.00002038615,0.002549268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035977,"threshold_uncertainty_score":0.03465688,"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."}}