{"id":"W2788003007","doi":"","title":"NEED FOR IMMEDIATE SWALLOWING SCREENING IN POST STROKE PATIENTS IN PAKISTAN","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; Population; Pneumonia; Intensive care medicine; Incidence (geometry); Physical therapy; Emergency medicine; Pediatrics; Surgery; Environmental health; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003488274,0.00009286446,0.0001643176,0.0001866446,0.00119871,0.00006904043,0.0003139549,0.00005483337,0.00006183439],"category_scores_gemma":[0.001167091,0.0000670805,0.0000777862,0.00005417476,0.00004391296,0.0004608139,0.00009213886,0.0004803159,0.00001318622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782968,"about_ca_system_score_gemma":0.00009951607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971416,"about_ca_topic_score_gemma":0.0006580346,"domain_scores_codex":[0.9982638,0.0003995448,0.0006106388,0.0001230443,0.0002379066,0.0003650698],"domain_scores_gemma":[0.9978457,0.001210837,0.0004373896,0.0002545446,0.000188554,0.00006295422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206605,0.00007417938,0.9711202,0.00005452511,0.00002201772,0.000001344529,0.008134559,0.00007620933,0.0001221701,0.001510461,0.0005644091,0.0180993],"study_design_scores_gemma":[0.003744727,0.0001659073,0.9765719,0.0002111782,0.00001248193,8.888753e-8,0.01489289,0.0004371931,0.000001423765,0.001986897,0.001901975,0.00007330345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847766,0.00002508166,0.001546751,0.0103702,0.0008577249,0.00118676,0.00000950497,0.000009942446,0.001217461],"genre_scores_gemma":[0.9952361,0.0000152663,0.003415543,0.0002447399,0.0001374404,0.0001134809,0.000008134755,0.00001500832,0.0008143039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018026,"threshold_uncertainty_score":0.9219631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363784997342659,"score_gpt":0.4341460726552918,"score_spread":0.4005082226818651,"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."}}