{"id":"W3025783507","doi":"10.1161/strokeaha.120.028949","title":"Development and Validation of a Prognostic Tool for Direct Enteral Tube Insertion After Acute Stroke","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Atrial fibrillation; Intracerebral hemorrhage; Cohort; Enteral administration; Internal medicine; Glasgow Coma Scale; Surgery; Ischemic stroke; Parenteral nutrition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001911148,0.0001072146,0.0001758492,0.00004921764,0.0001226772,0.00001107805,0.0000595049,0.00005198248,0.00009135853],"category_scores_gemma":[0.00005506092,0.0000954487,0.0000375261,0.00005287313,0.00001337339,0.0001380248,0.00009934259,0.00009409987,0.00001796298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003703235,"about_ca_system_score_gemma":0.00008123714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005168589,"about_ca_topic_score_gemma":0.00001001915,"domain_scores_codex":[0.9989906,0.0000640139,0.0003537647,0.000199336,0.0001622699,0.000230042],"domain_scores_gemma":[0.999571,0.00008631274,0.0001248736,0.00008274513,0.00007107437,0.00006400354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001583386,0.0001936823,0.9351993,0.002001355,0.0008382303,0.000008338248,0.01359433,0.000006878823,0.018151,0.001505352,0.006450184,0.020468],"study_design_scores_gemma":[0.006908271,0.0009130541,0.7285979,0.0004321662,0.0006808268,4.600801e-7,0.002541675,0.001194547,0.02744682,0.0001040991,0.2305862,0.000594007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909809,0.00002787335,0.00440698,0.0009744486,0.0002319128,0.001637771,0.00009211873,0.00005438664,0.001593656],"genre_scores_gemma":[0.9869726,0.00001265884,0.008644735,0.0005459236,0.00008448531,0.0008448221,0.00008418647,0.00001443509,0.002796174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224136,"threshold_uncertainty_score":0.3892285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822331358895572,"score_gpt":0.3554518342196127,"score_spread":0.317228520630657,"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."}}