{"id":"W2496167746","doi":"10.1212/wnl.86.16_supplement.s31.002","title":"Predictors of Dysphagia Screening After Acute Ischemic Stroke (S31.002)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Institute for Clinical Evaluative Sciences; Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Ischemic stroke; Acute stroke; Internal medicine; Pediatrics; Surgery; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006423898,0.0003397823,0.0002741286,0.0006802846,0.0005033353,0.0006095756,0.0004421333,0.0006218496,0.004449229],"category_scores_gemma":[0.004109387,0.000228897,0.0005445139,0.00116332,0.000311493,0.000376586,0.0004968497,0.0007897549,0.0006863755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406961,"about_ca_system_score_gemma":0.001304851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02803945,"about_ca_topic_score_gemma":0.03064511,"domain_scores_codex":[0.9995503,0.00006656534,0.00007525361,0.0000589432,0.0001315239,0.0001172813],"domain_scores_gemma":[0.9968664,0.0003367251,0.001761682,0.00007753731,0.0004719131,0.0004857205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004730622,0.00001731505,0.9991415,0.000006684732,0.00001458136,0.00004273134,0.000008499644,0.00002378668,0.00002892522,0.000004526322,0.0001846473,0.0004796646],"study_design_scores_gemma":[0.000005336102,0.00003641202,0.9994032,0.000008499957,0.00001751991,0.0001911501,0.00003694739,0.000175227,0.00001930747,0.00001114501,0.00009288474,0.000002331346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966056,0.0003260944,0.000064242,0.0003268495,0.00001993372,0.00001813943,0.001104581,0.000009598727,0.00152492],"genre_scores_gemma":[0.9988085,0.00009071298,0.00008106326,0.0000386585,0.00001982691,0.000007103347,0.0006889622,0.000002228918,0.0002629354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803945,"threshold_uncertainty_score":0.05575252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000645015419847,"score_gpt":0.3382493872441337,"score_spread":0.3182429370899352,"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."}}