{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622376,0.0001776662,0.0003352881,0.000494177,0.001893954,0.0008289638,0.000348756,0.0007426497,0.006477268],"category_scores_gemma":[0.001872264,0.0001907366,0.0002843368,0.0006022074,0.0003411433,0.0009067541,0.0005899298,0.001168288,0.0004144208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009388081,"about_ca_system_score_gemma":0.002685343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840541,"about_ca_topic_score_gemma":0.02452427,"domain_scores_codex":[0.9996524,0.00004675942,0.00005206872,0.00002934841,0.00006103425,0.0001583741],"domain_scores_gemma":[0.9990747,0.00009293288,0.0002513209,0.00001045839,0.000147627,0.0004229494],"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":[0.0001187036,0.0003974551,0.9540843,0.0002564228,0.00002122387,0.01012655,0.002452789,0.00004360112,0.0004700414,0.0002077627,0.007134457,0.02468669],"study_design_scores_gemma":[0.00003330888,0.0005366213,0.9551574,0.0007221459,0.00004825388,0.01242812,0.02382433,0.00025293,0.0001862404,0.0005936328,0.006162758,0.00005417626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9809497,0.00202352,0.00007506103,0.008927075,0.0001168505,0.0001051608,0.0004354625,0.00001227251,0.007354989],"genre_scores_gemma":[0.9954561,0.001640056,0.0001949497,0.001819587,0.00007788782,0.00002854129,0.0001969567,0.000002860744,0.0005829825],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01840541,"threshold_uncertainty_score":0.03659654,"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."}}