{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007214237,0.0004608102,0.0008886387,0.0006895111,0.0001336641,0.0001116422,0.0007639662,0.00100571,0.0007464968],"category_scores_gemma":[0.000471925,0.0003572859,0.0002962589,0.000525272,0.0002640945,0.0002268335,0.0004357632,0.002749842,0.0004566308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008263406,"about_ca_system_score_gemma":0.0006265574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256286,"about_ca_topic_score_gemma":0.0001927661,"domain_scores_codex":[0.9952747,0.0006516623,0.0006275956,0.001131467,0.001240234,0.001074355],"domain_scores_gemma":[0.9965676,0.0008808735,0.0001035351,0.002079389,0.0001800265,0.0001885728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001103039,0.0003674142,0.3079541,0.001864005,0.0003990119,0.01090063,0.0007938427,0.0001532294,0.001015959,0.00003459533,0.6664228,0.008991411],"study_design_scores_gemma":[0.001128629,0.0002147081,0.7891228,0.0003595053,0.0001609237,0.0002373694,0.0001246102,0.00008751651,0.00001973907,0.0001587825,0.2081494,0.0002360669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654201,0.001399045,0.00001820785,0.227825,0.0008008003,0.00258258,0.0001385813,0.00005184844,0.001763805],"genre_scores_gemma":[0.5570571,0.0008326365,0.0001291498,0.4204688,0.009859586,0.001701445,0.001611602,0.0003111506,0.00802844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4811687,"threshold_uncertainty_score":0.9998879,"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."}}