{"id":"W2068096255","doi":"10.1212/wnl.0b013e31823152b1","title":"Risk factors, inpatient care, and outcomes of pneumonia after ischemic stroke","year":2011,"lang":"en","type":"article","venue":"Neurology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":410,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Stroke (engine); Pneumonia; Odds ratio; Internal medicine; Cohort study; Retrospective cohort study; Confidence interval; Intensive care medicine","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":[0.0007596557,0.0003259851,0.0003961486,0.000609266,0.00045416,0.0007116897,0.0004426022,0.0004372698,0.001498276],"category_scores_gemma":[0.006316292,0.0001713631,0.0004157638,0.001164282,0.000231572,0.000330716,0.0004009784,0.0006388799,0.0001664154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090319,"about_ca_system_score_gemma":0.001337781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905023,"about_ca_topic_score_gemma":0.02599298,"domain_scores_codex":[0.9990865,0.0002359506,0.0001265249,0.0001188675,0.0002527318,0.0001794896],"domain_scores_gemma":[0.996881,0.0003985073,0.001784732,0.0001018721,0.0003767199,0.0004571923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005614943,0.00003767527,0.9984617,0.00001224351,0.00005761362,0.00005736953,0.00001750857,0.00003787579,0.00002154151,0.00001115675,0.0001251474,0.001103999],"study_design_scores_gemma":[0.000005886759,0.00004433123,0.999424,0.00001455101,0.00003121276,0.0001903016,0.00004890696,0.0001251637,0.00001600321,0.00002797592,0.00006864597,0.000003075094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968758,0.001344115,0.00005692878,0.000198521,0.00001524433,0.00001309863,0.0005365894,0.000005955526,0.0009539002],"genre_scores_gemma":[0.999047,0.0002920529,0.00004508385,0.00002344408,0.00002202481,0.000006469351,0.0004973477,0.000001414009,0.00006509594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01905023,"threshold_uncertainty_score":0.03787869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719061832541608,"score_gpt":0.3291551642501341,"score_spread":0.3019645459247181,"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."}}