{"id":"W2468091961","doi":"","title":"Increased incidence of diuretic use in critically ill obese patients","year":2015,"lang":"en","type":"article","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Intensive care unit; Body mass index; Overweight; Diuretic; Internal medicine; Confidence interval; Loop diuretic; Obesity; Critically ill","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002191831,0.000283112,0.0007246098,0.001060539,0.00003284435,0.000009267314,0.0003866811,0.0004812479,0.00001386658],"category_scores_gemma":[0.006215985,0.0002643975,0.0001224387,0.001218221,0.0008958747,0.000380147,0.0001747416,0.0005431434,0.00001718826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352866,"about_ca_system_score_gemma":0.0004439239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000517017,"about_ca_topic_score_gemma":0.0008736387,"domain_scores_codex":[0.9978141,0.00003479145,0.0006540412,0.0004126951,0.0005909505,0.0004934454],"domain_scores_gemma":[0.9975011,0.00005432946,0.0002066355,0.000709289,0.001319883,0.0002088163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006299551,0.001467613,0.9586494,0.0002178488,0.0001268483,0.0001590048,0.0001696192,0.00001568275,0.02294132,0.008049923,0.001640691,0.005932092],"study_design_scores_gemma":[0.01299963,0.003506276,0.9156702,0.001370897,0.000383642,0.00006117224,0.0003807737,0.0003599638,0.03703102,0.007535666,0.01994387,0.0007568732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992026,0.0007076294,0.0001156382,0.00391977,0.00008599726,0.000550792,0.00003577816,0.0001324695,0.002425889],"genre_scores_gemma":[0.9934613,0.0001260598,0.005583406,0.0006222932,0.00001484797,0.00002840968,0.00003784414,0.00003018314,0.00009566492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04297918,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714819444603869,"score_gpt":0.2623579347613869,"score_spread":0.2452097403153482,"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."}}