{"id":"W2158421906","doi":"10.1503/cmaj.100553","title":"Prognostic scoring in critically ill children: What to predict?","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Critically ill; Intensive care; Medicine; Severity of illness; Scoring system; Intensive care medicine; MEDLINE; Computer science; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943933,0.0006777401,0.001468647,0.001004692,0.0009736226,0.001274497,0.001249903,0.007702528,0.001841474],"category_scores_gemma":[0.02164043,0.0003867631,0.000632239,0.0008667203,0.001593816,0.003395024,0.0006733756,0.01379064,0.001943098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136086,"about_ca_system_score_gemma":0.001858245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005949955,"about_ca_topic_score_gemma":0.009719678,"domain_scores_codex":[0.9981257,0.0007111023,0.0003483521,0.000152764,0.0004871163,0.0001749264],"domain_scores_gemma":[0.99257,0.003096775,0.0005145921,0.000169939,0.002662594,0.0009861212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001289944,0.0000710673,0.03746819,0.0003124019,0.00004010202,0.007280814,0.0002427966,0.0003556988,0.0003780703,0.003010929,0.863533,0.08717795],"study_design_scores_gemma":[0.0007533129,0.001026261,0.1164368,0.0113494,0.0003058815,0.115465,0.006335494,0.01272684,0.001604808,0.07334116,0.6601233,0.0005317907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00306061,0.01199007,0.0008917418,0.968178,0.01252821,0.00002735709,0.0001062316,0.00003391003,0.003183871],"genre_scores_gemma":[0.1037969,0.04454101,0.009685586,0.6255194,0.2094313,0.0002472431,0.0006313395,0.00008962355,0.006057482],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007702528,"threshold_uncertainty_score":0.01556921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747475153238193,"score_gpt":0.2743975050928749,"score_spread":0.2569227535604929,"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."}}