{"id":"W3184640356","doi":"10.1016/j.soncn.2021.151176","title":"Advanced Cancer as a Chronic Disease: Introduction","year":2021,"lang":"en","type":"article","venue":"Seminars in Oncology Nursing","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cancer; Disease; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002638094,0.0001549278,0.0004525625,0.0001736078,0.0000938174,0.00002899999,0.0001372687,0.0001623482,0.001330192],"category_scores_gemma":[0.0002475892,0.0002151002,0.00008684304,0.0003008445,0.0001566562,0.0003362575,0.00003207804,0.0002749386,0.0002442951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003937283,"about_ca_system_score_gemma":0.0006444639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007154725,"about_ca_topic_score_gemma":0.0001608029,"domain_scores_codex":[0.9984425,0.00002348327,0.0005026422,0.0005609294,0.00002464537,0.0004458553],"domain_scores_gemma":[0.9992318,0.00004641472,0.0002507225,0.0003017153,0.00003934735,0.0001300227],"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":[0.0002580783,0.0004230421,0.02850996,0.00005019991,0.00004195233,0.0001574885,0.001432422,0.002322347,0.0005271717,0.1455872,0.01916668,0.8015234],"study_design_scores_gemma":[0.001490501,0.0002190505,0.0382172,0.0003655298,0.00001666513,0.00003750734,0.0003111909,0.0009186947,0.0008152311,0.09160019,0.8655477,0.0004605358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6955374,0.1784192,0.0004932174,0.03842009,0.007101657,0.0002954277,0.00007472053,0.00006384801,0.07959439],"genre_scores_gemma":[0.9707426,0.01790148,0.00104782,0.001048763,0.002001823,0.0001075908,0.00003771425,0.0000474811,0.007064681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.846381,"threshold_uncertainty_score":0.9998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726256054219743,"score_gpt":0.3114225326063112,"score_spread":0.2941599720641138,"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."}}