{"id":"W2901938363","doi":"10.1007/s00134-018-5440-1","title":"Timing of onset of persistent critical illness: a multi-centre retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Health; University of Alberta","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Critical illness; Logistic regression; Cohort; Receiver operating characteristic; Severity of illness; APACHE II; Retrospective cohort study; SOFA score; Cohort study; Emergency medicine; Illness severity; Intensive care unit; Pediatrics; Internal medicine; Critically ill","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001841198,0.000226116,0.001023524,0.0001819456,0.00006108732,0.000002244234,0.0000850967,0.00007731489,0.0006091279],"category_scores_gemma":[0.006711123,0.0001548588,0.000246137,0.0002362969,0.000927444,0.00002585428,0.00006336574,0.0001517886,0.00001569373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278729,"about_ca_system_score_gemma":0.00007336916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006355577,"about_ca_topic_score_gemma":0.0001125777,"domain_scores_codex":[0.9981518,0.00007129033,0.0005100673,0.0004174841,0.000605332,0.000243992],"domain_scores_gemma":[0.9872789,0.0002738042,0.0001462939,0.0004634502,0.01166441,0.0001731206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002710334,0.0008795293,0.9546996,0.0001190447,0.0009734926,0.0002468904,0.03650897,2.075726e-7,0.0003879419,0.00002130157,0.005200918,0.0006910432],"study_design_scores_gemma":[0.004329393,0.007018612,0.6722956,0.001312209,0.002109201,0.00007508692,0.3081435,0.00006939608,0.004402476,0.000004435036,0.0001254804,0.000114644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919751,0.002219466,0.00002393648,0.003162509,0.0005933089,0.00111678,0.00004022518,0.00002645653,0.0008422026],"genre_scores_gemma":[0.9981256,0.00005647764,0.0001615127,0.001267797,0.000212153,0.00003455577,0.00003600953,0.00002544452,0.00008042223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824041,"threshold_uncertainty_score":0.8034326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083220376801107,"score_gpt":0.3848966222326756,"score_spread":0.3016762454315686,"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."}}