{"id":"W2140600984","doi":"10.1136/bmjopen-2013-003134","title":"A study protocol for performance evaluation of a new academic intensive care unit facility: impact on patient care","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Protocol (science); Intensive care unit; Unit (ring theory); Health care; Patient care; Health services research; Public health; Medical emergency; Nursing; Intensive care medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1316486,0.005120758,0.005969823,0.007148757,0.009424166,0.006093625,0.005538518,0.009884371,0.08910304],"category_scores_gemma":[0.1171442,0.004437218,0.004684007,0.006280607,0.005292583,0.005885838,0.004827295,0.01095302,0.02656381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01163686,"about_ca_system_score_gemma":0.05854028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625042,"about_ca_topic_score_gemma":0.007618484,"domain_scores_codex":[0.9241643,0.04873404,0.01371667,0.004371016,0.005421049,0.003592844],"domain_scores_gemma":[0.8652769,0.04515827,0.0113719,0.02057286,0.05032166,0.007298413],"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":[0.0672511,0.03523693,0.006218886,0.1136456,0.0008215364,0.004387197,0.0496046,0.008704837,0.01128101,0.061145,0.2614155,0.3802879],"study_design_scores_gemma":[0.0736989,0.02528502,0.01397301,0.05100748,0.0004548301,0.0006414145,0.02251788,0.006882342,0.007220932,0.02857183,0.7688616,0.0008848334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00066359,0.00006295642,0.00295486,0.0001397591,0.0001707031,0.9941078,0.0009625891,0.00004695595,0.0008907653],"genre_scores_gemma":[0.0003105913,0.00003489134,0.003005787,0.00006010461,0.00001203974,0.9962974,0.00009564809,0.000004165272,0.000179405],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1316486,"threshold_uncertainty_score":0.6962327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2814950317340931,"score_gpt":0.5250768983904869,"score_spread":0.2435818666563938,"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."}}