{"id":"W2028642067","doi":"10.12927/hcq.2013.23044","title":"All-Cause Readmission to Acute Care for Cancer Patients","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Emergency department; Cancer; Emergency medicine; Acute care; Hospital readmission; Health care; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005428699,0.0001389573,0.0003543299,0.0006627272,0.0005831181,0.0005036103,0.0002453959,0.0001839527,0.002522093],"category_scores_gemma":[0.006268337,0.00007825597,0.0006424246,0.0006721773,0.0001223442,0.0002562631,0.000580918,0.0005762808,0.0001839652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025103,"about_ca_system_score_gemma":0.001115959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233058,"about_ca_topic_score_gemma":0.05471269,"domain_scores_codex":[0.9991344,0.0002616181,0.0001102181,0.00004999138,0.0002127603,0.0002311554],"domain_scores_gemma":[0.9970138,0.0004263914,0.001195653,0.0001504026,0.0005500645,0.0006637196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270989,0.00004728445,0.9880242,0.00005801202,0.0001136691,0.0002590787,0.0002027499,0.00006517032,0.0000872745,0.00004835437,0.001481139,0.009486084],"study_design_scores_gemma":[0.00001081433,0.00008754183,0.998491,0.0000212318,0.00002565239,0.000368767,0.0002243765,0.0001068553,0.00005703887,0.00003910169,0.0005620259,0.000005402575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939143,0.001208137,0.00009225048,0.0004845699,0.0000433427,0.00003720991,0.001403289,0.00002420487,0.002792672],"genre_scores_gemma":[0.9985461,0.0002547536,0.00005956599,0.0001179986,0.00002488794,0.000008496459,0.000698359,0.000001968185,0.0002878953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233058,"threshold_uncertainty_score":0.04440123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384871632820036,"score_gpt":0.4779651062729224,"score_spread":0.3394779429909189,"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."}}