{"id":"W2029275026","doi":"10.1186/cc13026","title":"Epidemiology of critically ill patients in intensive care units: a population-based observational study","year":2013,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Observational study; Critically ill; Epidemiology; Intensive care; Intensive care medicine; Population; Emergency medicine; Critical illness; Environmental health; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00006174225,0.0001384582,0.0004605851,0.000104178,0.00003519696,0.000003021136,0.00005590915,0.00009904615,0.000249269],"category_scores_gemma":[0.0367036,0.0001132075,0.00007105536,0.0002056308,0.00009311664,0.00005483334,0.00002834278,0.0001337262,0.00002104076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008397,"about_ca_system_score_gemma":0.0001058626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707445,"about_ca_topic_score_gemma":0.0001970686,"domain_scores_codex":[0.9986014,0.0001701276,0.0004967203,0.0002757181,0.0002115921,0.0002443907],"domain_scores_gemma":[0.9821374,0.001810222,0.00003069867,0.0002267148,0.01564434,0.0001505722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003243433,0.0004653968,0.9957946,0.0001820099,0.000016935,0.00001502257,0.001184705,0.000009204094,0.000001144875,0.001499407,0.0001666496,0.0006324694],"study_design_scores_gemma":[0.001828565,0.001184887,0.9577497,0.0001641065,0.0001008923,5.793519e-7,0.03839511,0.00008070255,0.00002637354,0.0003705273,0.000009605697,0.0000889603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933423,0.0004923798,0.00001223474,0.004945127,0.0001055088,0.0008842556,0.0000697689,0.0000177103,0.0001306555],"genre_scores_gemma":[0.9842955,0.000001091379,0.0005645744,0.01420128,0.00003093152,0.0002500354,0.0006395021,0.00001463505,0.000002478211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03804494,"threshold_uncertainty_score":0.9714106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2654417474365193,"score_gpt":0.4343535356787218,"score_spread":0.1689117882422024,"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."}}