{"id":"W2149715662","doi":"10.1164/rccm.201201-0152ed","title":"“She's Out of the ICU Now.” “That's a Relief, Isn't It?”: The Growing Problem of ICU Recidivism","year":2012,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Recidivism; Intensive care medicine; Intensive care unit; Emergency medicine; Psychiatry","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":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005023117,0.000400227,0.001726416,0.0001794018,0.0004080405,0.000008675145,0.0008227728,0.0005361366,0.000931398],"category_scores_gemma":[0.009009955,0.0001896887,0.0003378996,0.0003549674,0.004627047,0.0003230822,0.0002452084,0.006952066,0.000009652431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020929,"about_ca_system_score_gemma":0.0007453112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502956,"about_ca_topic_score_gemma":0.00001822066,"domain_scores_codex":[0.9906527,0.004408917,0.002107165,0.0003129776,0.001785526,0.0007327588],"domain_scores_gemma":[0.9839766,0.01135419,0.002073071,0.0007668966,0.001444877,0.0003843551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002542475,0.00008981596,0.01407334,0.004710305,0.0002001833,0.0001351919,0.01877319,1.610249e-7,0.0002721676,0.0006724588,0.9419031,0.01891586],"study_design_scores_gemma":[0.0006249623,0.002328858,0.001806709,0.005748651,0.0009157193,0.0000343497,0.05055368,2.325363e-7,0.00005786227,0.0002460461,0.9375024,0.0001805104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01870645,0.009019673,0.00009402054,0.9650139,0.002155159,0.0005729264,0.000031093,0.00001151577,0.00439531],"genre_scores_gemma":[0.3967155,0.0003678847,0.0001931566,0.5929843,0.009354937,0.00002714065,0.000003942647,0.00005176391,0.0003013339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3780091,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208688177605159,"score_gpt":0.415228831082759,"score_spread":0.3431419493067074,"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."}}