{"id":"W2334509123","doi":"10.1097/00132981-200103000-00012","title":"Most Monitored Patients Donʼt Benefit from Monitoring","year":2001,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gridlock; Aside; Medical emergency; Medicine; Emergency medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366647,0.0002525002,0.0005225281,0.0004333119,0.001376745,0.001680046,0.000831373,0.00153414,0.02350988],"category_scores_gemma":[0.01847614,0.0002114261,0.000809322,0.0004191473,0.0009952011,0.002067278,0.001704523,0.001904516,0.006628397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760485,"about_ca_system_score_gemma":0.001569016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003217848,"about_ca_topic_score_gemma":0.004837762,"domain_scores_codex":[0.9984319,0.0003771069,0.0001065589,0.000193798,0.000557633,0.0003330719],"domain_scores_gemma":[0.9932227,0.001414617,0.001254599,0.0005745637,0.0009333555,0.00260019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006220129,0.0003297114,0.163406,0.0003902521,0.0002453444,0.001618881,0.001216298,0.0003784317,0.001013102,0.003815908,0.3727204,0.4542437],"study_design_scores_gemma":[0.0007638094,0.002238278,0.3273589,0.002700821,0.0006146641,0.0125969,0.005263366,0.001154593,0.00143817,0.02551177,0.6201487,0.0002100449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3058875,0.03199783,0.0042063,0.4704245,0.009495737,0.0002895832,0.002865929,0.001501773,0.1733307],"genre_scores_gemma":[0.7519688,0.01261498,0.00308247,0.1999686,0.005166113,0.0002071268,0.001687,0.0003311036,0.02497379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02350988,"threshold_uncertainty_score":0.07864839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003767817766501,"score_gpt":0.3501210431364769,"score_spread":0.2900833649588118,"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."}}