{"id":"W2752829684","doi":"10.1177/1747493017729265","title":"Dysphagia screening after intracerebral hemorrhage","year":2017,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University Health Network; University of Toronto","funders":"Canada Research Chairs; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Intracerebral hemorrhage; Dysphagia; Clinical neurology; Stroke (engine); Intensive care medicine; Subarachnoid hemorrhage; Surgery; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006230628,0.0002122048,0.0004815834,0.0009828672,0.0005761602,0.0007139504,0.0004281033,0.0002963742,0.001317291],"category_scores_gemma":[0.007450044,0.0001200435,0.0004278407,0.001902726,0.0003902482,0.0004187935,0.0005519136,0.0005413884,0.0002194172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527249,"about_ca_system_score_gemma":0.002614475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09587334,"about_ca_topic_score_gemma":0.08633956,"domain_scores_codex":[0.9990371,0.0001348846,0.0001502355,0.0001156051,0.000379423,0.0001827211],"domain_scores_gemma":[0.9960187,0.0006043613,0.002300009,0.0001541603,0.000563097,0.0003597134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007091163,0.00001403312,0.9912297,0.00006997961,0.0000416465,0.000309773,0.00003916112,0.00005736812,0.00004087137,0.00002447758,0.0007390546,0.007363291],"study_design_scores_gemma":[0.000008617725,0.00004869128,0.9979711,0.00008991984,0.00003705138,0.0009095143,0.00008761924,0.0001741043,0.00007733639,0.00009746995,0.000493013,0.00000565546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825549,0.005783456,0.0004654315,0.001199916,0.00006557333,0.00008471815,0.003492089,0.00004771139,0.006306222],"genre_scores_gemma":[0.9963624,0.001756243,0.0001811536,0.0001584726,0.00004763772,0.00001792659,0.00127607,0.00000253484,0.0001974749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09587334,"threshold_uncertainty_score":0.1906306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673498859027166,"score_gpt":0.4165530603270005,"score_spread":0.3798180717367288,"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."}}