{"id":"W2048460617","doi":"10.1016/j.ccc.2011.09.004","title":"Economics of ICU Organization and Management","year":2011,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute on Aging","keywords":"Medicine; Health care; Intensive care unit; Focus (optics); Intensive care; Unit (ring theory); Organizational economics; Intensive care medicine; Medical emergency; Economic growth; Economics","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":[0.001684696,0.000893807,0.001337252,0.00241047,0.000231623,0.001632392,0.001071467,0.001377203,0.005165591],"category_scores_gemma":[0.007251819,0.0003719472,0.0008782977,0.003586314,0.0009276263,0.001829033,0.0008074786,0.001476202,0.0004315501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004337628,"about_ca_system_score_gemma":0.004500906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006245907,"about_ca_topic_score_gemma":0.0103487,"domain_scores_codex":[0.9991806,0.0002794518,0.00008382618,0.00008816324,0.0002959054,0.00007206648],"domain_scores_gemma":[0.9962998,0.002575134,0.0006860098,0.00003854485,0.0003224644,0.00007812829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003012602,0.0001424091,0.003206331,0.01819809,0.0004548923,0.0002712494,0.00004130468,0.004128267,0.000128339,0.02399825,0.02293281,0.9261968],"study_design_scores_gemma":[0.0002581966,0.0004006944,0.03416483,0.06988728,0.001598516,0.004703037,0.0005432963,0.003071506,0.0005965941,0.04054115,0.8440857,0.0001493486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005063374,0.9964147,0.0002336915,0.001033573,0.0001624105,0.000005663827,0.00003284858,0.000001961318,0.0016088],"genre_scores_gemma":[0.005808237,0.9928148,0.0002993347,0.000325151,0.0003839732,0.00001146882,0.00002675179,0.000001629597,0.0003286072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006245907,"threshold_uncertainty_score":0.03147179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188949315959526,"score_gpt":0.4107000747792012,"score_spread":0.2918051431832487,"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."}}