{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004937248,0.0002333369,0.0002601386,0.001835902,0.0005940339,0.0009681152,0.0003807476,0.0002814294,0.001118729],"category_scores_gemma":[0.001732951,0.0002503032,0.0002572948,0.002737404,0.0002807212,0.001248054,0.001110739,0.0003279067,0.0001474952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575669,"about_ca_system_score_gemma":0.00240372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.432614,"about_ca_topic_score_gemma":0.6118185,"domain_scores_codex":[0.9994342,0.00008825586,0.00008421995,0.00009688324,0.0001858131,0.0001105258],"domain_scores_gemma":[0.9986284,0.00008054633,0.0006453876,0.0000412162,0.0002794031,0.0003251684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119024,0.00003253969,0.9533696,0.0002840316,0.00009223627,0.001442713,0.01047026,0.0002663755,0.00287809,0.0002341015,0.00203325,0.02877782],"study_design_scores_gemma":[0.000001615341,0.00002880768,0.9965799,0.00002193253,0.000004460426,0.0002234803,0.00135563,0.00005564201,0.00002800568,0.00001143436,0.001683242,0.000005712344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927335,0.0006493201,0.0001672438,0.0003633387,0.000008495668,0.00005232644,0.002157634,0.000008205028,0.003860012],"genre_scores_gemma":[0.995939,0.0009013842,0.0008222947,0.0001621279,0.00001147153,0.00007318807,0.001117848,0.000004761173,0.0009680013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.432614,"threshold_uncertainty_score":0.8601918,"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."}}