{"id":"W1965186025","doi":"10.1097/mlr.0b013e3181792525","title":"Health Impact of Hospital Restrictions on Seriously Ill Hospitalized Patients","year":2008,"lang":"en","type":"article","venue":"Medical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Emergency medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004070836,0.0001407249,0.0004001462,0.00008152419,0.00009137944,0.000002339669,0.00006287947,0.00009935929,0.0003563435],"category_scores_gemma":[0.0004103073,0.00009401437,0.0002607661,0.0001877574,0.00008434925,0.00002265853,0.00002165565,0.0001525129,0.00003537013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874269,"about_ca_system_score_gemma":0.0004720269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207456,"about_ca_topic_score_gemma":0.00002059439,"domain_scores_codex":[0.9984718,0.00003700331,0.0002835168,0.0002100079,0.0007638807,0.000233804],"domain_scores_gemma":[0.998865,0.00005477058,0.00009288696,0.0002612517,0.0002405243,0.0004855674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005668069,0.001664801,0.9665722,0.00003557943,0.0001009172,0.00009451334,0.001864007,0.000001260154,2.418426e-7,0.00001173525,0.0224595,0.007138596],"study_design_scores_gemma":[0.003441,0.01094494,0.984256,0.0001842554,0.00003176741,0.00001000273,0.000144241,0.000004222324,0.00002829548,0.000003142539,0.0008777293,0.00007444377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945821,0.0007079072,0.000002013064,0.002984029,0.000273373,0.000445888,0.00005935763,0.00004469029,0.0009006314],"genre_scores_gemma":[0.9980088,0.0006561039,0.00005869169,0.0009004918,0.00009233101,0.00003563954,0.0002027761,0.00001786464,0.00002727901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02158177,"threshold_uncertainty_score":0.3901711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255867000200676,"score_gpt":0.3522927100979885,"score_spread":0.3197340400959817,"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."}}