{"id":"W2165747008","doi":"10.1378/chest.09-1458","title":"Relationship Between ICU Design and Mortality","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"American Surgical Association Foundation","keywords":"Medicine; Emergency medicine; Critically ill; Mortality rate; Retrospective cohort study; Intensive care unit; Intensive care medicine; Internal medicine","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":[0.001657126,0.0003445288,0.0004213196,0.00071587,0.0006513303,0.001336832,0.0007758441,0.001075348,0.009919859],"category_scores_gemma":[0.01186651,0.0003077325,0.001054198,0.0009339053,0.0006249469,0.0004275813,0.0009700314,0.001387256,0.0006884043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009649787,"about_ca_system_score_gemma":0.001414603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919398,"about_ca_topic_score_gemma":0.005567622,"domain_scores_codex":[0.9978325,0.001008939,0.0002324352,0.0002612066,0.0002221808,0.0004426963],"domain_scores_gemma":[0.9821535,0.007953121,0.004144086,0.00102216,0.0009549221,0.003772208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009654415,0.0002007075,0.9933971,0.00002307371,0.0001517213,0.0001167687,0.0001019359,0.0002704206,0.000685862,0.0001039474,0.0003880344,0.00359488],"study_design_scores_gemma":[0.00004209878,0.000984665,0.9958252,0.00002677835,0.0001476835,0.0003564998,0.0005642254,0.0007791381,0.0002908983,0.0002932651,0.0006716286,0.00001795538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997129,0.0004188539,0.0003957467,0.0003373811,0.00003776252,0.000012912,0.0002488757,0.00001823075,0.001401174],"genre_scores_gemma":[0.9991573,0.0000570705,0.0001762248,0.00007524963,0.00003077672,0.00001055401,0.0001030586,0.00001461861,0.0003751751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009919859,"threshold_uncertainty_score":0.03318518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09089644143021346,"score_gpt":0.3097453435518867,"score_spread":0.2188489021216732,"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."}}