{"id":"W2807452729","doi":"10.1097/01.pcc.0000537869.68090.3c","title":"Abstract P-412: UTILIZATION OF ACUITY-BASED MONITORING BUNDLES","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Visual acuity; Medical emergency; Intensive care medicine; Emergency medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02443434,0.0004420474,0.0003375128,0.001209691,0.001066911,0.003013198,0.001096266,0.000555624,0.005579127],"category_scores_gemma":[0.06313898,0.0002989937,0.000561273,0.001412048,0.0006091009,0.001960744,0.002870275,0.001102473,0.000915472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004413714,"about_ca_system_score_gemma":0.01111921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955687,"about_ca_topic_score_gemma":0.004367314,"domain_scores_codex":[0.9736705,0.01253731,0.004395466,0.001411997,0.006742398,0.00124223],"domain_scores_gemma":[0.9151618,0.02443115,0.02506913,0.00817534,0.02057534,0.006587288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007844935,0.0007139418,0.5380337,0.001218215,0.000155225,0.0003304949,0.00250897,0.002299957,0.003853475,0.002864045,0.0193893,0.4278481],"study_design_scores_gemma":[0.0001837747,0.003276328,0.9274153,0.001392912,0.0001913359,0.0009347331,0.002707094,0.00951605,0.01097255,0.002716673,0.04059978,0.00009349939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475109,0.002941117,0.06166493,0.0259444,0.0006776485,0.004073147,0.002858717,0.001893498,0.05243568],"genre_scores_gemma":[0.961709,0.0007169529,0.03234564,0.001505701,0.0002192519,0.0008201512,0.0008910972,0.0001159455,0.001676236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443434,"threshold_uncertainty_score":0.1292227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091754317753139,"score_gpt":0.4240229278379685,"score_spread":0.3148474960626546,"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."}}