{"id":"W2897925126","doi":"10.1177/1747493018806196","title":"Frequency of post-stroke pneumonia: Systematic review and meta-analysis of observational studies","year":2018,"lang":"en","type":"review","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of New South Wales","keywords":"Medicine; Stroke (engine); Meta-analysis; Confidence interval; Observational study; Pneumonia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001559962,0.0004583719,0.01065849,0.001456456,0.00001986423,0.00001647468,0.0007491597,0.0001447982,0.000281459],"category_scores_gemma":[0.001968644,0.0002866186,0.004861803,0.0004062651,0.0002252797,0.0001617895,0.0002498287,0.0003805672,0.000005241348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435453,"about_ca_system_score_gemma":0.0002991377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009154796,"about_ca_topic_score_gemma":0.000003454197,"domain_scores_codex":[0.993509,0.0002206526,0.004042735,0.0002923011,0.001772445,0.0001629003],"domain_scores_gemma":[0.9868792,0.000776817,0.006796845,0.0004509967,0.004989368,0.0001067247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000912625,0.00009387613,0.00007187914,0.3499131,0.6484764,0.00005874248,0.00004367476,4.085117e-7,0.00003550909,0.0001250186,0.0008189255,0.0003533238],"study_design_scores_gemma":[0.0002441095,0.0001861169,0.00004591557,0.06371733,0.9257375,0.0003887917,0.00007485064,0.000001699819,0.00001907487,0.000009060948,0.009421046,0.0001544792],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008461993,0.995809,0.00006601188,0.00088938,0.0002437591,0.0009311189,0.001605414,0.000005357518,0.0003653984],"genre_scores_gemma":[0.0002217643,0.9949982,0.002091522,0.0004609457,0.0001536761,0.00004941995,0.00009327955,0.00003021403,0.001901047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2861958,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178761032919723,"score_gpt":0.4147184580624413,"score_spread":0.2359574251427183,"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."}}