{"id":"W2935783075","doi":"10.1111/resp.13561","title":"What's in the CART? A decision rule to predict short‐term mortality during COPD exacerbations","year":2019,"lang":"en","type":"letter","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cart; COPD; Term (time); Intensive care medicine; Decision rule; Emergency medicine; Internal medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008414242,0.0007947069,0.002549984,0.001206182,0.001590619,0.003658492,0.001810962,0.01459231,0.006229304],"category_scores_gemma":[0.06287199,0.0005387798,0.002072355,0.0008608502,0.001303041,0.004013235,0.0007759509,0.02356772,0.005347888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350894,"about_ca_system_score_gemma":0.002437987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007316718,"about_ca_topic_score_gemma":0.009388461,"domain_scores_codex":[0.9948138,0.002996086,0.0006563241,0.000380686,0.000851414,0.0003017903],"domain_scores_gemma":[0.9612379,0.03133724,0.0009334569,0.0006991769,0.004045648,0.001746585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001018682,0.0002762246,0.01510465,0.0002089542,0.0003146643,0.003304704,0.0002304591,0.00256716,0.0002947606,0.005958299,0.8419221,0.1287994],"study_design_scores_gemma":[0.003487906,0.001311159,0.0200985,0.005366036,0.00133016,0.01284155,0.001609439,0.1013889,0.001626283,0.2221751,0.6280974,0.0006675246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002051176,0.001750236,0.001886818,0.9776899,0.01015233,0.00003032525,0.0003060166,0.00008773035,0.006045418],"genre_scores_gemma":[0.09356375,0.004257517,0.01291712,0.7797809,0.09936735,0.0002124221,0.0005225516,0.0001376981,0.009240731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01459231,"threshold_uncertainty_score":0.04449928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259281026621918,"score_gpt":0.3406914017158029,"score_spread":0.3080985914495837,"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."}}