{"id":"W170446710","doi":"10.1177/0310057x1003800124","title":"A Unique Snapshot of Intensive Care Resources in Australia and New Zealand","year":2010,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"Intensive Care Society","keywords":"Medicine; Intensive care; Public sector; Private sector; Population; Descriptive statistics; Family medicine; Environmental health; Intensive care medicine; Economic growth; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003063996,0.0001896066,0.0004458567,0.00015449,0.00002891055,0.00001650848,0.00004509657,0.0001513835,0.00005401647],"category_scores_gemma":[0.000429421,0.000144338,0.00007001904,0.0001127845,0.0001690437,0.00004613405,0.00003314112,0.0002379094,0.000002075808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002842822,"about_ca_system_score_gemma":0.00005468978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005499184,"about_ca_topic_score_gemma":0.002213492,"domain_scores_codex":[0.9991652,0.00002368851,0.000216454,0.0002937683,0.0001104095,0.0001904163],"domain_scores_gemma":[0.9968954,0.00004721824,0.00007292646,0.0002178561,0.002571203,0.0001953481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001509949,0.00001772745,0.9478282,0.00008573017,0.00005767046,0.0002831231,0.03374635,2.042502e-7,0.001443859,0.0001870046,0.01021261,0.005986501],"study_design_scores_gemma":[0.001909319,0.001361849,0.8485258,0.0004796377,0.0001775261,0.0001609944,0.1235542,0.000002597206,0.009839469,0.0000927486,0.01372146,0.0001744598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932303,0.002476641,1.416662e-7,0.003713325,0.00005960558,0.00031637,0.00001003068,0.00000999482,0.0001836366],"genre_scores_gemma":[0.9948999,0.000494186,0.0001174545,0.004206526,0.00005030138,0.0000141382,0.00005810098,0.00001613936,0.0001432759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09930249,"threshold_uncertainty_score":0.8313158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758140004205393,"score_gpt":0.3292533515506786,"score_spread":0.2716719515086247,"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."}}