{"id":"W4413835928","doi":"10.1007/s00063-025-01320-6","title":"Understanding cancer disease status and what it means for intensivists","year":2025,"lang":"en","type":"review","venue":"Medizinische Klinik - Intensivmedizin und Notfallmedizin","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"Medizinische Universität Wien","keywords":"Medicine; Intensive care medicine; Candidacy; Disease; Intensive care unit; Cancer; Quality of life (healthcare); Rehabilitation; Physical therapy; Nursing; Internal medicine","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":[0.006262633,0.0004796949,0.0007798445,0.001032936,0.001414851,0.005812711,0.001103702,0.003132321,0.004790784],"category_scores_gemma":[0.02099393,0.0003358827,0.001013553,0.0008723467,0.00260695,0.008798017,0.002487964,0.007071482,0.001268541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889149,"about_ca_system_score_gemma":0.007596844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540965,"about_ca_topic_score_gemma":0.01010418,"domain_scores_codex":[0.9964217,0.002000353,0.0003827079,0.0002533306,0.0005328368,0.0004091187],"domain_scores_gemma":[0.990067,0.004618179,0.001124992,0.0001757742,0.001534784,0.002479256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002212135,0.0001152864,0.01410817,0.007101535,0.0002206221,0.0006308741,0.007503634,0.0004240057,0.0004105693,0.02930577,0.3393566,0.6006018],"study_design_scores_gemma":[0.0000858989,0.0003015509,0.01317385,0.03246026,0.0002211943,0.001707283,0.0114611,0.0003085097,0.0002173925,0.04631612,0.8936182,0.0001287902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004101398,0.4794004,0.001632776,0.4935618,0.009571826,0.0000516833,0.000144802,0.00006173782,0.01147366],"genre_scores_gemma":[0.07209884,0.7156099,0.007210133,0.1829551,0.0157325,0.0003288084,0.0005511894,0.00006711263,0.005446492],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006262633,"threshold_uncertainty_score":0.03312033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4555363523143803,"score_gpt":0.5258696927746045,"score_spread":0.07033334046022416,"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."}}