{"id":"W3013931925","doi":"10.1542/hpeds.2019-0260","title":"Anticipating Pediatric Patient Transfers From Intermediate to Intensive Care","year":2020,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric intensive care unit; Multivariate analysis; Demographics; Early warning score; Univariate analysis; Emergency medicine; Intensive care unit; Pediatrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003874346,0.0002704284,0.0003003585,0.0007379393,0.0006041627,0.0008910036,0.00037314,0.0005323713,0.001978412],"category_scores_gemma":[0.004046503,0.0001603197,0.0002954618,0.0005259274,0.0002365259,0.0008706216,0.0007229983,0.001330957,0.0001884893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989733,"about_ca_system_score_gemma":0.001042069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248798,"about_ca_topic_score_gemma":0.00379467,"domain_scores_codex":[0.9995053,0.00009728569,0.00008090781,0.00006184173,0.0001007704,0.0001538559],"domain_scores_gemma":[0.9981444,0.0002751616,0.0009849123,0.00002661432,0.0001576097,0.0004112865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003588088,0.00003401734,0.9960347,0.00001551114,0.000005972954,0.0007896568,0.0001501837,0.00007282454,0.000130271,0.00002657725,0.0003656741,0.002338679],"study_design_scores_gemma":[0.000005032732,0.0001946253,0.99231,0.00007952171,0.00001372327,0.003105003,0.002485123,0.0009194383,0.0003122503,0.00008035211,0.0004861672,0.000008760073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978704,0.0002832304,0.0001746039,0.0004364012,0.00002724404,0.00002746327,0.0001107254,0.00001163729,0.001058261],"genre_scores_gemma":[0.9991018,0.0001962031,0.0002815354,0.00008895757,0.00003670256,0.00001188199,0.00019588,0.000002110065,0.0000850218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002248798,"threshold_uncertainty_score":0.0066185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626466950380923,"score_gpt":0.2954703562141612,"score_spread":0.249205686710352,"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."}}